The Climate Movement’s Impact in Agency Rulemaking
Appendix and Replication Code
Devin Judge-Lord
Data
Replication data are available in SQL and Rdata at https://github.com/judgelord/rulemaking
load(here::here("data", "climatePR.Rdata"))
climatePR <- climatePR #FIXME
load(here::here("data", "climateFR.Rdata"))
climateFR <- climateFR
load(here::here("data", "climatecomments.Rdata"))
climatecomments <- climatecomments
# load(here::here("data", "climate_race.Rdata"))
load(here::here("data", "rules_metadata.Rdata"))
# a function to clean raw selected text
clean_summary <- . %>%
mutate(summary = str_remove_all(highlighted_content,
"./em../mark.|.mark..em.") %>%
str_replace_all("\\…\\ "," ") %>%
str_replace_all("[^[A-z][0-9] \\.\\,\\?\\!\\;&\\;<>]", " ") %>%
str_remove_all("\\(|\\)|\\[|\\]") %>%
str_squish() )
# ## Testing regex
# str_remove_all(climatePRnew$highlighted_content[1],
# "./em../mark.|.mark..em.") %>%
# str_replace_all("\\…\\ "," ") %>%
# str_replace_all("[^[A-z][0-9] \\.\\,\\?\\!\\;&\\;<>]", " ") %>%
# str_remove_all("\\(|\\)|\\[|\\]") %>%
# str_squish()
# summary vars
climatecomments %<>%
mutate(docket_id = str_remove(id, "-[0-9]*$") ) %>%
clean_summary()
climatePR %<>% clean_summary()
climateFR %<>% clean_summary()
rules %<>% filter(document_type %in% c("Proposed Rule", "Rule"),
# drop rules before clinton
!is.na(posted_date),
posted_date > as.Date("1993-01-20"),
# drop rules before Bush II
posted_date > as.Date("2005-01-20"),
# rulemaking dockets only
docket_type == "Rulemaking" ) %>%
# one document per docket (drop additional PRs )
group_by(document_type, docket_id) %>%
slice_max(number_of_comments_received)
# make summary vars for main data
rules %<>%
# # add climate comments and climate unique comment counts #FIXME merge in counts from old data, find if new API has this
# left_join(climatecomments %>%
# group_by(docket_id) %>%
# summarise(climate_comments = sum(number_of_comments_received) ) ) %>%
left_join(climatecomments %>%
count(docket_id, name = "climate_comments_unique") ) %>%
mutate(#climate_comments = replace_na(climate_comments, 0),
climate_comments_unique = replace_na(climate_comments_unique, 0) ) %>%
# recode 1 as 0 to reduce colinearity with climate_comment, logical
#FIXME make this a new var
mutate(climate_comments_unique = ifelse(climate_comments_unique == 1, 0, climate_comments_unique))
# indicators for climate in various docket-level variables
rules %<>%
group_by(docket_id) %>%
mutate(comments = sum(number_of_comments_received)) %>%
ungroup() %>%
mutate(climate_pr = docket_id %in% climatePR$docket_id,
climate_comment = docket_id %in% climatecomments$docket_id,
climate_fr = docket_id %in% climateFR$docket_id,
# indicator for president
president = ifelse(posted_date < as.Date("2017-01-17"), "Obama", "Trump"),
president = ifelse(posted_date < as.Date("2009-01-20"), "G. W. Bush", president),
president = ifelse(posted_date < as.Date("2001-01-20"), "Clinton", president),
year = str_sub(posted_date, 1,4),
Year = str_sub(posted_date, 3,4),
Year = str_c("`", Year),
agency = agency_id
)
rules %<>% dplyr::select(docket_id,
docket_title,
# climate_comments = climate_comments_unique,
climate_comments_unique,
climate_pr,
climate_comment,
climate_fr,
president, year,
comments,
agency,
document_type,
year,
Year) %>%
distinct()Documents
# climate-data-documenttype
# document type over time
rules %>%
ggplot() +
aes(x = year, fill = document_type) +
geom_bar(alpha = .7, position = "dodge") +
labs(y = "Number of Documents",
x = "",
fill = "") +
scale_fill_viridis_d(option="cividis", begin = .3, end = .7, direction = -1, ) +
theme(axis.text.x = element_text(angle = 45, vjust = .5),
panel.grid.major.x = element_blank(),
panel.border = element_blank())
Draft Rules
# climate-data-climatepr
# pr over time
rules %>%
filter(document_type == "Proposed Rule") %>%
mutate(climate_pr = ifelse(climate_pr, "Climate Addressed", "Climate Not Addressed")) %>%
ggplot() +
aes(x = year, fill = climate_pr) +
geom_bar(alpha = .7, position = "dodge") +
labs(y = "All Proposed Rules",
x = "",
fill = "")+ # "Climate Addressed\nin Proposed Rule") +
scale_fill_viridis_d(option="mako", begin = 0, end = .6, direction = 1) +
theme(axis.text.x = element_text(angle = 45, vjust = .5),
panel.grid.major.x = element_blank(),
panel.border = element_blank())
# climate_pr over time
climatePR %>%
filter(!is.na(posted_date)) %>%
mutate(year = str_sub(posted_date,1,4)) %>%
ggplot() +
aes(x = year) +
geom_bar(alpha = .7, position = "dodge") +
labs(y = "Proposed Rules\nAddressing Climate Change",
x = "") +
theme(axis.text.x = element_text(angle = 45, vjust = .5),
panel.grid.major.x = element_blank(),
panel.border = element_blank())
Final rules
#climate-data-climatefr
# fr type over time
rules %>%
filter(document_type == "Rule") %>%
mutate(climate_fr = ifelse(climate_fr, "Climate Addressed", "Climate Not Addressed")) %>%
ggplot() +
aes(x = year, fill = climate_fr) +
geom_bar(alpha = .7, position = "dodge") +
labs(y = "All Final Rules",
x = "",
fill = "" ) +# "Climate Addressed\nin Final Rule") +
scale_fill_viridis_d(option="mako", begin = 0, end = .6, direction = 1) +
theme(axis.text.x = element_text(angle = 45, vjust = .5),
panel.grid.major.x = element_blank(),
panel.border = element_blank())
# climate_fr over time
climateFR %>%
filter(!is.na(posted_date)) %>%
mutate(year = str_sub(posted_date,1,4)) %>%
ggplot() +
aes(x = year) +
geom_bar(alpha = .7, position = "dodge") +
labs(y = "Final Rules\nAddressing Climate Change",
x = "") +
theme(axis.text.x = element_text(angle = 45, vjust = .5),
panel.grid.major.x = element_blank(),
panel.border = element_blank())
Comments Not ignored Ignored
climatecomments %>%
filter(docket_id %in% climateFR$docket_id,
!docket_id %in% climatePR$docket_id) %>%
dplyr::select(id, organization, climate_text = summary) %>%
kablebox()| id | organization | climate_text |
|---|---|---|
| FWS-R1-ES-2020-0050-1835 | Comment from Reid, Janice | The old forest is vital in mitigating climate change. Now that climate change is overwhelming known to have impacts on our forests and our own likely persistence No empirical studies have formally evaluated relationships between climate change and populations of important spotted owl prey species, competitors, or predators, between climate change and habitat availability, or between climate change and potential parasites and diseases. |
| FWS-R1-ES-2020-0050-1834 | Comment from Nolan, Brenden | change induced wildfires threaten the species through loss of habitat and the removal of 184,618 acres CLIMATE CHANGE INDUCED WILDFIRES THREATEN THE SPECIES THROUGH LOSS OF HABITAT, AND THE EXCLUSION OF As climate change already threatens to greatly diminish the amount of habitat the NSO currently has, changes, were not important. Increasing wildfire activity in the Pacific Northwest due to climate change coupled with past fire |
| FWS-R1-ES-2020-0050-1832 | Comment from American Forest Resource Council | available science says extirpation of NSO is being driven by invasive barred owls, wildfires, and climate change. fire risk in our national forests. ; Prichard et al., Adapting western North American forests to climate change and wildfires ten common questions. change adaptation of western North American forests a case for intentional management, Ecological A global overview of drought and heat induced tree mortality reveals emerging climate change risks for habitat conditions and spotted owl population performance including influence of barred owls, climate change, fire disturbance risk, and demographic stochasticity in assessment of critical habitat design ecosystem objectives such as early seral habitats and account for natural disturbance regimes, climate change, and ecological processes. |
| FWS-R1-ES-2020-0050-1827 | Comment from Conservation Congress | of thousands of owl habitat that will not come back for at least a hundred years, if then, due to climate change. These trees also contribute to carbon storage that combat climate change. |
| FWS-R1-ES-2020-0050-1826 | Comment from Conservation Congress | of thousands of owl habitat that will not come back for at least a hundred years, if then, due to climate change. These trees also contribute to carbon storage that combat climate change. |
| FWS-R1-ES-2020-0050-1824 | Comment from Kepner, Susan | Climate change is REAL! |
| FWS-R1-ES-2020-0050-1809 | Comment from Rognstad , Mia | My community has been devastated by human caused climate change this year. |
| FWS-R1-ES-2020-0050-1795 | Comment from Gledhill, Doug | The main threats to this species has always been logging and now it is compounded by climate change, |
| FWS-R1-ES-2020-0050-1794 | Comment from Mueller, Melinda | In an era when the consequences of climate change are becoming increasingly dire, forest preservation |
| CEQ-2021-0001-0019 | Comment from American Clean Power Assoc. | change impacts from projects in NEPA reviews consistent with Executive Order 13990 s directive to change effects must include both climate and environmental justice concerns e.g., the disproportionate costs of climate change on disadvantaged and poorer communities .25 As GHG emissions from a proposed project contribute to climate change, if an 22 85 Fed. change mitigation benefits from federal actions, whether resulting from the action itself or as an |
| CEQ-2021-0001-0017 | Comment from Washington State Attorney General’s Office | These actions threaten to exacerbate climate change harms, pollute State Plaintiffs air and water, Michigan is already being harmed by climate change. The state is already experiencing the adverse effects of climate change, and average temperatures in Climate change impacts have already harmed and are continuing to harm state and territorial sovereign CEQ s Proposed Rule, if finalized, would eliminate consideration of climate change impacts, contributing |
| CEQ-2021-0001-0015 | Comment from Ecosystem Services Market Consortium (ESMC) | and adopt climate smart practices that put the agriculture sector at the forefront of our national climate change mitigation strategy. Paris Agreement in ways that benefit the agricultural sector and increase the sector s resilience to climate change impacts, while reducing those overall impacts as much as possible. |
| CEQ-2021-0001-0014 | Comment from Energy and Wildlife Action Coalition | and delivery of clean energy, especially in light of the Administration s stated goals related to climate change, clean energy, and environmental justice.5 EWAC supports these goals and its members contribute rapid deployment of clean energy not only conflict with the Administration s stated goals relating to climate change, clean energy, and environmental justice,6 but also impede economic recovery from the COVID |
| CEQ-2021-0001-0013 | Comment from Solar Energy Industries Association | improperly limiting relevant NEPA analysis, with negative repercussions in critical areas such as climate change and environmental justice that are inconsistent with the President s Executive Orders addressing State, Tribal, and local governments during the environmental review process; and meet environmental, climate change, and environmental justice objectives. 2 As CEQ begins this new rulemaking process, SEIA change which we reiterate are two 1 86 Fed. |
| CEQ-2021-0001-0012 | Comment from Alliance for the Wild Rockies | problems, especially with regard to requirements for disclosing cumulative impacts and those related to climate change. of improperly limiting relevant NEPA analysis, with negative repercussions in critical areas such as climate change and environmental justice that are inconsistent with the mandates of E.O. 13990 and E.O. 14008 |
| CEQ-2021-0001-0004 | Comment from Smith, Rocky | problems, especially with regard to requirements for disclosing cumulative impacts and those related to climate change. improperly limiting relevant NEPA analysis, with negative repercussions in critical areas such as climate change and environmental justice that are inconsistent with the mandates of E.O. 13990 and E.O. 14008 |
| FWS-R1-ES-2020-0050-1791 | Comment from Oregon Wild | Mitigating the risks of Climate Change require greater conservation of suitable habitat. With climate change accelerating we don t know how forests will respond to the combined effects of increased |
| TREAS-DO-2021-0008-0972 | Comment from Hua Nani Partners LLC | The negative effects of climate change are threat multipliers in terms of public health, and disproportionately economy wide problems, including the global pandemic and its economic impacts, systemic racism, and climate change. The negative effects of climate change are threat multipliers in terms of public health, and disproportionately economy wide problems, including the global pandemic and its economic impacts, systemic racism, and climate change. |
| TREAS-DO-2021-0008-0957 | Comment from Kratz, Allen | Modeling potential future climate change impacts that FEMA s FIRMS, based on historic data, do not include change, of improving resilience to the effects of climate change and of mitigating the negative impacts of climate change. Although CWSRF and DWSRF categories are important eligible uses, the magnitude of climate change warrants As to equity, the effects of climate change disproportionately impact front line communities community |
| TREAS-DO-2021-0008-0954 | Comment from Peninsula Tomorrow, Blue Hill Peninsula, Hancock County, Maine | adversely affect our local economies and collective public health and safety due to sea level rise, climate change, and future circumstances, e.g., viral outbreaks, pandemics and plagues. adversely affect our local economies and collective public health and safety due to sea level rise, climate change, and future circumstances, e.g., viral outbreaks, pandemics and plagues. Environmental planning including climate change mitigation and adaptation 5. Modeling potential climate change impacts that FEMA s FIRMS do not include Infrastructure A. Water and sewer projects to adapt to climate change 4. |
| TREAS-DO-2021-0008-0919 | Comment from State of Wisconsin | Treasury consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? to be eligible in both the DWSRF and CWSRF programs, new categories to help mitigate the impacts of climate change could include expanded eligibilities for stormwater projects, wetland preservation, flood control change. |
| TREAS-DO-2021-0008-0917 | Comment from City of Dallas | Treasury consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? |
| TREAS-DO-2021-0008-0916 | Comment from Rincon Band of Luiseno Indians | disruption due to power loss and extreme weather events that are becoming more and more common due to climate change. |
| TREAS-DO-2021-0008-0901 | Comment from State of Maine, Governor’s Office of Policy Innovation and the Future | change for our state and people is urgent. The negative effects of climate change are threat multipliers in terms of public health, and change. change worsens change? |
| TREAS-DO-2021-0008-0889 | Comment from Brookings Institution (selected experts) | As the IRF recognizes, mitigating and adapting to the effects of climate change is especially crucial |
| TREAS-DO-2021-0008-0880 | Comment from Fort Belknap Indian Community | change? Each tribe will have unique climate change issues depending upon the environment of where the tribe For example, in north central Montana, the increase of drought and wildfire as a result of climate change So, our Tribes should be able to take measures to combat the effects of this climate change through change. |
| TREAS-DO-2021-0008-0875 | Comment from Alaska Native Health Board | change? on permafrost or near eroding Arctic coastlines, the extreme climate, and the quickening effects of climate change in the Arctic, Alaskans have developed water and sanitation infrastructure solutions that work These innovative systems have also been an important tool when confronting climate change in rural Alaska There are some communities affected by climate extremes or climate change that would elect to install |
| TREAS-DO-2021-0008-0862 | Comment from State of New Hampshire, Governor’s Office for Emergency Relief and Recovery | change? Treasury should consider hazard mitigation measures and severe weather and climate change vulnerability assessments VA , and implementation projects to help mitigate the negative impacts of climate change Technologies emerging to mitigate the negative effects of climate change include establishing energy efficient practices and performing asset management to help address climate change impacts through |
| TREAS-DO-2021-0008-0859 | Comment from Peninsula Tomorrow, Blue Hill Peninsula, Hancock County, Maine | adversely affect our local economies and collective public health and safety due to sea level rise, climate change, and future circumstances, e.g., viral outbreaks, pandemics and plagues. Environmental planning including climate change mitigation and adaptation 5. Modeling potential climate change impacts that FEMA s FIRMS do not include Infrastructure A. Water and sewer projects to adapt to climate change 4. |
| TREAS-DO-2021-0008-0847 | Comment from Friant Water Authority | Without significant federal investment in water supply related infrastructure, climate change, continued change and limiting the ability of communities to use ARPA funds to improve long term drought resilience change? change and should be included as eligible projects under ARPA. In parts of Western United States, models show that climate change will result in droughts increasing |
| TREAS-DO-2021-0008-0843 | Comment from Family Farm Alliance | Without this funding commitment, climate change, continued population growth, and water project deferrals Without this funding commitment, climate change, continued population growth, and water project deferrals change. change? change and should be included as eligible projects under ARPA. In parts of Western United States, models show that climate change will drive longer and more frequent |
| TREAS-DO-2021-0008-0830 | Comment from North Carolina Pandemic Recovery Office, | consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? addressing water and sewer, non human oriented infrastructure projects should be allowed that support climate change resiliency and healthy food systems, e.g. change events hurricanes, forest fires . |
| TREAS-DO-2021-0008-0822 | Comment from State of Connecticut Department of Energy and Environmental Protection | change is a major crisis on the order of the COVID 19 pandemic and resulting economic downturn, and The negative effects of climate change and poor air quality are threat multipliers in terms of public change to protect public health. change. Addressing climate change will have the long term effect of stabilizing the temperatures in Hartford |
| TREAS-DO-2021-0008-0820 | Comment from Make the Road Nevada | These priorities include health equity, affordable housing, tenants rights, climate change, and immigrant |
| TREAS-DO-2021-0008-0817 | Comment from Nevada State Treasurer’s Office | Treasury consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? drinking and agricultural uses, water storage to mitigate drought, and assist in storm surges with climate change. The failure of a dam or reservoir due to aging infrastructure or climate change could potentially have |
| TREAS-DO-2021-0008-0806 | Comment from Upper Mattaponi Indian Tribe | Furthermore, Tribes are at greater risk for negative impacts from climate change, including rising |
| TREAS-DO-2021-0008-0802 | Comment from Nansemond Indian Nation | Furthermore, Tribes are at greater risk for negative impacts from climate change, including rising |
| TREAS-DO-2021-0008-0801 | Comment from Monacan Indian Nation | Furthermore, Tribes are at greater risk for negative impacts from climate change, including rising |
| TREAS-DO-2021-0008-0800 | Comment from Chickahominy Indian Tribe, Eastern Division | Furthermore, Tribes are at greater risk for negative impacts from climate change, including rising |
| TREAS-DO-2021-0008-0794 | Comment from Sites Project Authority | Without significant federal investment in water supply related infrastructure, climate change, continued change and limiting the ability of communities to use ARPA funds to improve long term drought resilience change? change and should be included as eligible projects under ARPA. In parts of Western United States, models show that climate change will result in droughts increasing |
| TREAS-DO-2021-0008-0789 | Comment from GZA GeoEnvironmental, Inc. | change? infrastructure to support State, local, and Tribal governments in mitigating the negative impacts of climate change. Funding Adaptation and Resilience Working Group Prepared for the Connecticut Governor s Council on Climate Change November 2020 Executive Summary, pages 9 15. |
| TREAS-DO-2021-0008-0781 | Comment from Kratz, Allen | health, environmental protection, climate resilience and equity benefits to communities at risk of climate change, I urge expanding the scope of the Coronavirus State and Local Fiscal Recovery Funds to include Modeling potential future climate change impacts that FEMA s FIRMS, based on historic data, do not include change, of improving resilience to the effects of climate change and of mitigating the negative impacts of climate change. Although CWSRF and DWSRF categories are important eligible uses, the magnitude of climate change warrants As to equity, the effects of climate change disproportionately impact front line communities community |
| TREAS-DO-2021-0008-0771 | Comment from Association of California Water Agencies | change? COMMENT 5 CLIMATE CHANGE Water infrastructure projects play a role in water resilience which is key to addressing the negative impacts of climate change. ACWA is keenly aware of the growing impacts of climate change on our State s natural resources. change. |
| TREAS-DO-2021-0008-0751 | Comment from Skagit County, Washington | communities have been prepared for traditional emergencies, it s apparent that events resulting from climate change and other new threats require a different level of preparedness, equipment, and training. |
| TREAS-DO-2021-0008-0719 | Comment from Southeast Michigan Council of Governments | change. change? change. the underground systems for cost efficiencies leading to more partnerships to address flooding and climate change. |
| TREAS-DO-2021-0008-0714 | Comment from Association of State Dam Safety Officials | Treasury consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? Climate Increased temperatures due to climate change have increased quantities of available water Continued investment and improvement is needed to adapt existing dams to climate change impacts and |
| TREAS-DO-2021-0008-0706 | Comment from SEDA-Council of Governments | Treasury consider to support State, Local, and Tribal governments in mitigating the negative impacts of climate change? |
| TREAS-DO-2021-0008-0692 | Comment from State of Vermont | Outdoors, climate change influences the levels and location of air pollutants such as ground level Poor air quality worsened by climate change has also been found to exacerbate the effects of COVID 19 change. Climate Increased temperatures due to climate change have increased quantities of water vapor Projects or activities that maintain or create dams to protect public safety or support climate change |
| TREAS-DO-2021-0008-0664 | Comment from CT Association of Conservation Districts and CT Land Conservation Council | an acute event, we can make our communities more resilient by drawing on lessons learned to address climate change. The impacts of climate change will be both acute and chronic in nature and will affect our most vulnerable With climate change, conditions are getting worse and more chronic. change. |
| TREAS-DO-2021-0008-0657 | Comment from Northern California Water Association | Without significant federal investment in water supply related infrastructure, climate change, continued change and limiting the ability of communities to use ARPA funds to improve long term drought resilience change? change and should be included as eligible projects under ARPA. In parts of Western United States, models show that climate change will result in droughts increasing |
| FWS-HQ-NWRS-2021-0027-0427 | Comment from Audubon society of Northern Virginia | importance of that disappearing habitat, which is threatened not just by urbanization but also by climate change, the Potomac River Plan would authorize additional incursions into the waters of Neabsco Creek Virginia DWR seeks to develop and preserve against threats from urbanization and sea level rise from climate change.6 The portion of the Potomac River Complex, Featherstone NWR, is a particularly fragile example |
| TREAS-DO-2021-0008-0612 | Comment from Environmental Defense Fund–Texas Water Program | Revolving Fund CWSRF or Drinking Water State Revolving Fund DWSRF also support efforts to address climate change. In Texas climate change is expressed largely through droughts and floods. to consider green infrastructure investments and projects to improve resilience to the effects of climate change. change. In Texas climate change is expressed largely through droughts and floods. change. change? change on water and sewer may include planning for climate driven impacts on water supply quality |
| TREAS-DO-2021-0008-0586 | Comment from Elmore County | fill only 46 of the time given current hydrologic conditions and 68 of the time under 2080s Median Climate Change USBR, 2016b , costs for stored water might be 100 to 160 AF. |
| TREAS-DO-2021-0008-0576 | Comment from WIA – The Wireless Infrastructure Association | As climate change continues to increase the severity of weather events, fiber and other wireline www.ppc online.com fiber to the premises ebook. 26 Ramakrishnan Durairajan et al., Lights Out Climate Change Risk to Internet Infrastructure, In Proceedings of the Applied Networking Research Workshop download speeds the primary gating criterion for funding would shortchange addressing resiliency, climate change and disaster prevention, the speed of getting service to rural Americans, mobility, public |
| TREAS-DO-2021-0008-0555 | Comment from Theodore Roosevelt Conservation Partnership, et al. | Unfortunately, the mighty Colorado River is in crisis, due to climate change and growing demand. change. Here in the Colorado River Basin, climate change is expressed largely through drought and wildfire. change. change? |
| TREAS-DO-2021-0008-0537 | Comment from California Association of Professional Scientists | of invasive species, mitigating environmental impacts including studying ways to prevent or delay climate change and remediation after wildfires , and much more. |
| TREAS-DO-2021-0008-0536 | Comment from Charleston County Government | In unincorporated Charleston County, there is an increase in properties affected by climate change |
| TREAS-DO-2021-0008-0534 | Comment from Charleston County Government, Charleston SC | In unincorporated Charleston County, there is an increase in properties affected by climate change |
| TREAS-DO-2021-0008-0531 | Comment from Association of Metropolitan Water Agencies | change? In the area of climate change, in 2018 Congress established the Drinking Water System Infrastructure change and extreme weather. change or extreme weather. change. |
| TREAS-DO-2021-0008-0519 | Comment from WaterNow Alliance | for innovative localized and distributed green strategies that build resilience to the impacts of climate change and offer multiple community benefits. change; and 7 to plan for or address the impacts of drought. 42 U.S.C. 10364 a 1 . change from which local decisionmakers can choose depending on their community s particular needs change. |
| TREAS-DO-2021-0008-0505 | Comment from Latino Commission on AIDS and Hispanic Health Network | America; a national reckoning on racial inequity centuries in the making; and the growing threat of climate change to America s people and economy. |
| TREAS-DO-2021-0008-0416 | Comment from Town of Deer Isle | Environmental planning including climate change mitigation and adaptation 5. Water and sewer projects to adapt to climate change 4. |
| TREAS-DO-2021-0008-0408 | Comment from National Association of State Auditors, Comptrollers and Treasurers | Treasury consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? |
| TREAS-DO-2021-0008-0357 | Comment from National Ground Water Association | to consider green infrastructure investments and projects to improve resilience to the effects of climate change. |
| TREAS-DO-2021-0008-0355 | Comment from Jefferson County, Colorado | change? Answer To address the negative impacts of climate change, the Treasury should consider following As part of climate change, flood risk has increased for many communities that have limited and or undersized BRIC takes the impact of climate change into the design, and flood control has been the highest sub application As climate change occurs, the amount and type of precipitation will continue to change. |
| FWS-HQ-NWRS-2021-0027-0462 | Comment from Project Coyote | The increasing pace of climate change and its detrimental effects on wildlife and their habitats, underscore The Biodiversity Crisis and 30x30 Goals for Saving Nature and Reversing Climate Change Wild nature is change. Wood, Intergenerational equity can help to prevent climate change and extinction. change. |
| FWS-HQ-NWRS-2021-0027-0435 | Comment from The Humane Society of the United States and Humane Society Legislative Fund | Beschta et al., Adapting to Climate Change on Western Public Lands Addressing the Ecological Effects Given the complexities of climate change coupled with the greatest extinction crisis facing Planet Earth change. Cable et al. 2017 , found that climate change will exacerbate parasite and disease expansion. Because of climate change, gray foxes will face dire health concerns. |
| FWS-HQ-NWRS-2021-0027-0415 | Comment from Thompson, J | ducks, rarely seen rails and other birds who are already threatened by humans though development and climate change. |
| TREAS-DO-2021-0008-0109 | Comment from Idaho Office of the Governor | requirements but that align with the Interim Rule s and the Biden Administration s intent to address climate change, sustainable water supplies, aging infrastructure, water conservation, and drought, just to consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? |
| TREAS-DO-2021-0008-0065 | Comment from Love, Joscelyn | change, or establishes or improves broadband service to unserved or underserved populations to reach of the types of projects eligible under either the CWSRF or DWSRF also support efforts to address climate change. change. change? |
| TREAS-DO-2021-0008-0046 | Comment from Brookline Improvement Coalition | a missed opportunity not to link some of the health and economic impacts exacerbated by COVID with climate change and environmental justice. 5. |
| FWS-HQ-NWRS-2021-0027-0208 | Comment from Scofield, Charlotte | With climate change and myriad other impacts facing our fish and wildlife resources, increasing hunting |
| TREAS-DO-2021-0008-0015 | Comment from DeKalb County Commission (Alabama) | Treasury consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? |
| FWS-HQ-NWRS-2021-0027-0163 | Comment from Summers, Amanda | are to maintain healthy wildlife populations outside of refuges in the face of population growth and climate change we must consider restricting harvest in these wildlife refuges so that should we need them they |
| TREAS-DO-2021-0008-0013 | Comment from Central Council of Tlingit & Haida Indian Tribes of Alaska | Our tribal citizens are also heavily impacted by the impacts of climate change. |
| NOAA-NMFS-2021-0008-0009 | Comment from Oceana and Earthjustice | species replacement population modeling climate change ecosystem based management Marine fish MacCall AD 2009 Climate Change and Small Pelagic Fish, eds Checkley DM, Alheit J, Oozeki Y Cambridge Lindegren M, et al. 2010 Ecological forecasting under climate change The case of Baltic cod. Climate Change and Small Pelagic Fish, eds Checkley DM, Jr, Alheit J, Oozeki Y, Roy C Cambridge Univ Irvine JR, Fukuwaka MA 2011 Pacific salmon abundance trends and climate change. |
| NOAA-NMFS-2021-0008-0008 | Comment from Oceana | indicating historically low sardine productivity and will help ensure our fisheries are resilient to climate change. |
| TREAS-DO-2021-0008-0004 | Comment from Berwick Borough | Treasury consider to support State, local, and Tribal governments in mitigating the negative impacts of climate change? |
| NOAA-NMFS-2021-0008-0005 | Comment from Lish, Christopher | indicating historically low sardine productivity and will help ensure our fisheries are resilient to climate change. |
| FWS-HQ-NWRS-2021-0027-0125 | Comment from Regan, Barry | These ecosystems are already so vulnerable to climate change and human encroachment, and this will contribute |
| FWS-HQ-NWRS-2021-0027-0097 | Comment from HutchinsonMuri, Donna | Another disturbing component of this proposed rule , is the failure to acknowledge climate change and |
| EPA-R06-OAR-2020-0713-0003 | TX231.03 Comment on EPA-R06-OAR-2020-0713-0001 | step in the right direction towards transitioning to clean renewable energy and ultimately mitigating climate change. |
| FWS-R1-ES-2020-0050-1780 | Comment from Duke University Science Regulation Lab | Threats to Northern Spotted Owl Recovery Due to Habitat Fragmentation, Climate Change, and Invasive Threats to Northern Spotted Owl Recovery Due to Habitat Fragmentation, Climate Change, and Invasive Halofsky et al., Changing wildfire, changing forests the effects of climate change on fire regimes change into account because of the uncertainty in climate change predictions and limitations in downscaling Joint Climate Change & Wildlife Webinar Series, Safeguarding Wildlife From Climate Change, Nat l Conservation |
| FWS-R1-ES-2020-0050-1720 | Comment from Sierra Club | Protections fo luderc aol.com Connie Luder 471 N Canon Ave Sierra Madre CA Climate change is already change, climate change, As someone who cares about the health of our wildlife, forests, and rural communities Trees are important to moderate climate change. Climate change is forcing the migration of many animal species who are not as adaptable as humans to Climate change is barreling down on us light a freight train. Logging doesn t just harm our ability to sequester carbon and tackle climate change. |
| FWS-R1-ES-2020-0050-1316 | Comment from Earthjustice | Indeed, due in part to climate change, the threat posed by wildfire has increased since listing and should be endangered throughout its range , and current stressors such as barred owls, wildfire, and climate change continue to exacerbate the situation, FWS now apparently believes that critical habitat on |
| FWS-R1-ES-2020-0050-1776 | Comment from Cascade Forest Conservancy | , thereby increasing carbon emissions, and making these forests more susceptible to the impacts of climate change. Climate change is expected to exacerbate negative impacts to waterways, forest ecosystems, and wildlife Local impacts of climate change vary by season and region, but models for the Pacific Northwest generally Climate change affects these species in a variety of ways, and the cumulative impacts of climate change |
| FWS-R1-ES-2020-0050-1763 | Comment from Methow Valley Citizens Council | change. MVCC has worked diligently with our community to address climate change through our recently authored The Center for Sustainable Economy estimates additional economic damages from climate change could top Lastly, USFW also concluded that past and current stressors such as barred owls, wildfire, and climate change continue to exacerbate the owl s precarious situation. |
| FWS-R1-ES-2020-0050-1731 | Comment from American Bird Conservancy | This should include consideration of studies demonstrating the climate change benefits of conserving agency also concluded that past habitat loss, and current stressors such as barred owls, wildfire, and climate change, continue to exacerbate the owl s precarious situation. development, which have the least impacts to birds compared to other energy options that mitigate climate change. |
| FWS-R1-ES-2020-0050-1728 | Comment from American Bird Conservancy | This should include consideration of studies demonstrating the climate change benefits of conserving agency also concluded that past habitat loss, and current stressors such as barred owls, wildfire, and climate change, continue to exacerbate the owl s precarious situation. development, which have the least impacts to birds compared to other energy options that mitigate climate change. |
| FWS-R1-ES-2020-0050-1716 | Comment from Hugdahl, Sarah | We now know that old forests are massive stores of carbon that help fight climate change. |
| FWS-R1-ES-2020-0050-1715 | Comment from Ryan, Micky | benefits all of us it is a critical habitat for people because of the importance of forests in fighting climate change. |
| FWS-R1-ES-2020-0050-1706 | Comment from Center for Sustainable Economy | change. More logging means more carbon emissions, more climate damages and more vulnerability to climate change Land use strategies to mitigate climate change in carbon dense temperate forests. Industrial logging activities make the land more susceptible to the impacts of climate change as well Nature Climate Change 8 895 900. 22 These effects are summarized in Talberth, J., 2017, note 18. |
| FWS-R1-ES-2020-0050-1704 | Comment from Munes, Amy | protecting communities from severe fires, they are protecting salmon, they are providing a buffer from climate change to name a few issues off the top of my head. Our results indi cate that northern spotted owl habitat can buffer the negative effects of climate change A global overview of drought and heat induced tree mortality reveals emerging climate change risks for Climate change and forest dis turbances. BioScience 51 723. Dalton, M. M., J. T. Abatzoglou, L. The Oregon Climate Change Research Institute OCCRI , Corvallis, Oregon, USA. Davis, R. J., K. M. Climate change and forests of the future managing in the face of uncertainty. |
| FWS-R1-ES-2020-0050-1699 | Comment from Lish, Christopher | We now know that old forests are also massive stores of carbon that help fight climate change. |
| FWS-R1-ES-2020-0050-1672 | Comment from Reid, Janice | species associated with the ecosystem as well as further the administrations goals for mitigating climate change. |
| FWS-R1-ES-2020-0050-1665 | Comment from Leonard, Ali | We now know that old forests are massive stores of carbon that help fight climate change. |
| FWS-R1-ES-2020-0050-1663 | Comment from Remington, Margaret | Rescind the rule, keep the habitat and the benefit is to wildlife, water quality, and climate change |
| FWS-R1-ES-2020-0050-1632 | Comment from Wales, Diana | Conclusion Rescind the rule, keep the habitat and the benefit is to wildlife, water quality, and climate change mitigation. |
| FWS-R1-ES-2020-0050-1540 | Comment from Anderson, Raja | We now know that old forests are massive stores of carbon that help fight climate change. |
| FWS-R1-ES-2020-0050-1435 | Comment from Olenjack, Michael | We now know that old forests are massive stores of carbon that help fight climate change. |
Subsets of data:
# SUBSETTING -------------------------------------------
#TODO sensitivity analysis to inclusion criteria
# filter to agencies that published at least one climate rule
rules %<>%
group_by(agency) %>%
mutate(agency_climate_rules = sum(climate_fr),
agency_climate_comments = sum(climate_comments_unique),
agency_climate_nprms = sum(climate_pr)) %>%
ungroup() %>%
filter(agency_climate_rules > 0)# | agency_climate_nprms > 0) #TODO sensitivity analysis
rules %>% distinct(docket_id, climate_pr, climate_fr) %>% count(climate_pr, climate_fr) %>% kablebox()| climate_pr | climate_fr | n |
|---|---|---|
| FALSE | FALSE | 24261 |
| FALSE | TRUE | 322 |
| TRUE | FALSE | 395 |
| TRUE | TRUE | 411 |
# All proposed rules
allPR <- rules %>%
# subset to final rules
filter(document_type == "Proposed Rule")
# All final rules
allFR <- rules %>%
# subset to final rules with an NPRM
filter(document_type == "Rule") %>%
# direct to final rules
mutate(direct = ifelse(docket_id %in% allPR$docket_id, "Draft Rule Published", "Direct to Final Rule"))
climatecomments$number_of_comments_received %<>% replace_na(0)
climatecomments %>% count(docket_id, number_of_comments_received, sort = T) %>% arrange(-number_of_comments_received) %>% kablebox()| docket_id | number_of_comments_received | n |
|---|---|---|
| FWS-HQ-ES-2018-0097 | 554140 | 1 |
| EPA-HQ-OAR-2013-0602 | 487822 | 1 |
| BOEM-2016-0003 | 271893 | 1 |
| DOI-2017-0002 | 258494 | 2 |
| FWS-R7-ES-2014-0060 | 256381 | 1 |
| EPA-HQ-OAR-2013-0602 | 254008 | 1 |
| EPA-HQ-OPP-2008-0844 | 230725 | 1 |
| BOEM-2014-0078 | 221932 | 1 |
| EPA-HQ-OW-2011-0880 | 218542 | 1 |
| BOEM-2016-0003 | 200301 | 1 |
| EPA-HQ-OAR-2010-0505 | 186690 | 1 |
| BOEM-2017-0074 | 186544 | 1 |
| FWS-HQ-ES-2013-0073 | 172111 | 1 |
| EPA-HQ-OAR-2013-0602 | 169438 | 1 |
| BLM-2013-0002 | 165948 | 1 |
| EPA-HQ-OAR-2011-0660 | 165151 | 1 |
| EPA-HQ-OW-2018-0618 | 150033 | 1 |
| CMS-2012-0031 | 147607 | 1 |
| EPA-R10-OW-2014-0505 | 147233 | 1 |
| FWS-HQ-IA-2013-0091 | 133660 | 1 |
| EPA-HQ-OAR-2013-0495 | 133239 | 1 |
| BLM-2013-0002 | 133074 | 1 |
| NPS-2018-0005 | 131794 | 1 |
| EPA-HQ-OPPT-2011-1019 | 130359 | 1 |
| EPA-HQ-OAR-2017-0355 | 130020 | 1 |
| FWS-R6-ES-2016-0042 | 127014 | 1 |
| EPA-HQ-OAR-2017-0355 | 126535 | 1 |
| BOEM-2017-0074 | 124327 | 1 |
| FWS-R6-ES-2016-0042 | 124023 | 1 |
| DOI-2017-0002 | 123049 | 1 |
| BLM-2013-0002 | 123008 | 1 |
| EPA-HQ-OAR-2013-0602 | 120322 | 1 |
| EPA-HQ-OAR-2018-0283 | 119984 | 1 |
| EPA-HQ-OPP-2016-0385 | 119849 | 1 |
| FWS-R9-IA-2011-0087 | 119655 | 1 |
| EPA-R10-OW-2017-0369 | 115095 | 1 |
| EPA-HQ-OAR-2010-0505 | 111147 | 1 |
| EPA-HQ-OAR-2017-0545 | 105618 | 1 |
| EPA-HQ-OAR-2017-0545 | 105390 | 1 |
| EPA-HQ-OA-2018-0259 | 105370 | 1 |
| EPA-HQ-OAR-2013-0602 | 102119 | 1 |
| DOI-2017-0002 | 101814 | 1 |
| EPA-HQ-OA-2018-0259 | 101464 | 1 |
| FWS-R9-ES-2012-0025 | 100057 | 1 |
| EPA-HQ-OPP-2009-0361 | 99582 | 1 |
| FDA-2016-F-1253 | 98049 | 1 |
| EPA-HQ-OAR-2013-0602 | 93104 | 1 |
| DOI-2017-0002 | 92918 | 1 |
| CEQ-2019-0003 | 91604 | 1 |
| BLM-2013-0002 | 91149 | 1 |
| FWS-HQ-ES-2013-0073 | 89225 | 1 |
| EPA-R10-OW-2014-0505 | 87869 | 1 |
| BLM-2013-0002 | 85579 | 1 |
| DOI-2017-0002 | 82323 | 1 |
| BOEM-2016-0003 | 82116 | 1 |
| FWS-HQ-ES-2013-0073 | 79612 | 1 |
| EPA-HQ-OAR-2006-0173 | 79403 | 1 |
| EPA-HQ-OAR-2017-0355 | 78416 | 1 |
| FWS-HQ-ES-2013-0073 | 78217 | 1 |
| BOEM-2014-0078 | 75333 | 1 |
| EPA-HQ-OW-2018-0149 | 74908 | 1 |
| EPA-HQ-OA-2018-0259 | 73959 | 1 |
| EPA-HQ-OPP-2014-0156 | 73302 | 1 |
| EPA-HQ-OW-2018-0149 | 72280 | 1 |
| FWS-HQ-ES-2018-0097 | 72178 | 1 |
| NPS-2018-0005 | 72019 | 1 |
| EPA-HQ-OPP-2013-0758 | 71969 | 1 |
| DOI-2017-0002 | 71481 | 1 |
| FWS-R6-ES-2016-0042 | 70997 | 1 |
| EPA-HQ-OAR-2008-0318 | 70758 | 1 |
| EPA-HQ-OAR-2013-0602 | 70450 | 1 |
| EPA-HQ-OAR-2013-0602 | 70449 | 1 |
| EPA-HQ-OAR-2008-0699 | 69634 | 1 |
| EPA-HQ-OAR-2018-0794 | 69440 | 1 |
| DOI-2017-0002 | 69076 | 1 |
| ETA-2019-0007 | 68550 | 1 |
| BOEM-2016-0003 | 67275 | 1 |
| EPA-HQ-OPP-2015-0653 | 66578 | 1 |
| FWS-HQ-ES-2013-0073 | 65442 | 1 |
| EPA-HQ-OA-2017-0190 | 64551 | 1 |
| NOAA-NMFS-2013-0050 | 63769 | 1 |
| BLM-2013-0002 | 63146 | 1 |
| FWS-R6-ES-2011-0039 | 62215 | 1 |
| FWS-HQ-ES-2013-0073 | 61875 | 1 |
| BOEM-2017-0074 | 61865 | 1 |
| EPA-HQ-OW-2017-0203 | 61359 | 1 |
| FWS-R3-ES-2014-0056 | 60929 | 1 |
| EPA-HQ-OAR-2014-0827 | 60831 | 1 |
| EPA-HQ-OAR-2017-0355 | 60562 | 1 |
| EPA-HQ-OAR-2013-0495 | 60389 | 1 |
| EPA-HQ-OAR-2010-0682 | 60135 | 1 |
| FWS-HQ-ES-2013-0073 | 60073 | 1 |
| EPA-HQ-OAR-2015-0531 | 60053 | 1 |
| DOI-2017-0002 | 60017 | 1 |
| EPA-HQ-OAR-2013-0495 | 60000 | 1 |
| BLM-2018-0001 | 59610 | 1 |
| BLM-2013-0002 | 59407 | 1 |
| WHD-2015-0001 | 58927 | 1 |
| EPA-HQ-OAR-2017-0355 | 58697 | 1 |
| EPA-HQ-OAR-2010-0505 | 58678 | 1 |
Agencies that published at least 1 rule addressing Climate
Subsetting to agencies that pubished at least one rule explicitly addressing Climate from 1992 through 2020 yields 45048579 public comments on 22054 rulemaking dockets from 246 agencies, each publishing at least one rule that explicitly addressed climate change. NA comments mentioning Climate, including 597504 unique comments (excluding duplicates) use the phrase “climate change”.
#climate-data-agencies
breaks <- c("`16",
"`00", "`04", "`08", "`20")
allFR %>%
filter(year > 2004) %>%
mutate(climate_fr = ifelse(climate_fr, "Climate Addressed", "Climate Not Addressed")) %>%
ggplot() +
aes(x = Year, fill = factor(climate_fr, levels = c("Climate Not Addressed", "Climate Addressed"))) +
facet_wrap("agency", scales = "free_y") +
geom_bar(alpha = .7) +
labs(fill = "Climate in Final Rule",
x = "",
y = "")+
scale_fill_discrete()+#direction = -1) +
scale_x_discrete(breaks = breaks ) 
Agencies that received at least 100 unique Climate comments
# climate-data-agencies100
breaks <- c("`16", "`12",
"`00", "`04","`08", "`92", "`96", "`20")
# agencies that published at least 100 rules with climate comments
allFR %>%
filter(agency_climate_comments > 100 | agency_climate_rules > 10 | agency == "FEMA",
year > 2004) %>% #distinct(agency, docket_id, agency_climate_comments)
mutate(climate_fr = ifelse(climate_fr, "Climate Addressed", "Climate Not Addressed")) %>%
ggplot() +
aes(x = Year, fill = factor(climate_fr, levels = c("Climate Not Addressed", "Climate Addressed"))) +
scale_fill_discrete()+#direction = -1) +
facet_wrap("agency", scales = "free_y") +
geom_bar(alpha = .7) +
labs(fill = "\"Climate Change\"\nin Final Rule",
y = "Number of Rules") +
scale_x_discrete(breaks = breaks ) 
Draft Rules by President
#climate-pr-president
allPR %>%
count(Year, climate_pr, president) %>%
mutate(climate_pr = ifelse(climate_pr, "Climate Addressed", "Climate Not Addressed")) %>%
ggplot() +
aes(x = Year, y =n,
fill = factor(climate_pr, levels = c("Climate Not Addressed", "Climate Addressed"))) +
scale_fill_discrete()+#direction = -1) +
geom_col(alpha = .7, position = "dodge") +
facet_grid(. ~ president, scales = "free") +
labs(x = "Year",
y = "Number of Proposed Rules",
fill = "Addresses Climate Change") +
theme(panel.grid.major.x = element_blank())
Final Rules by President
# climate_fr-president
allFR %>%
count(Year, climate_fr, direct, president) %>%
mutate(climate_fr = ifelse(climate_fr, "Climate Addressed", "Climate Not Addressed")) %>%
ggplot() +
aes(x = Year, y = n,
fill = factor(climate_fr, levels = c("Climate Not Addressed", "Climate Addressed"))) +
scale_fill_discrete()+#direction = -1) +
geom_col(alpha = .7, position = "dodge") +
facet_grid(direct ~ president, scales = "free") +
labs(x = "Year",
y = "Number of Final Rules",
fill = "Addresses Climate Change") +
theme(panel.grid.major.x = element_blank())
allFR %>%
filter(direct == "Draft Rule Published") %>%
mutate(climate_pr = ifelse(climate_pr, "Climate in\nDraft & Final Rule", "Climate\nOnly in Final Rule"),
climate_pr = ifelse(climate_fr, climate_pr, "No Climate Text")) %>%
count(Year, climate_pr, climate_comment, president) %>%
mutate(climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate")) %>%
ggplot() +
aes(x = Year, y = n,
fill = factor(climate_comment, levels = c("No Comments Address\nClimate", "Comments Address\nClimate"))) +
scale_fill_discrete()+#direction = -1) +
geom_col(alpha = .7) +
facet_grid(climate_pr ~ president, scales = "free") +
labs(x = "",
y = "Number of Rules",
fill = "Comments Raised\nClimate Concerns") +
theme(panel.grid.major.x = element_blank())
Comments
by President
# climate_comments
breaks <- c(1996, 2000, 2004, 2008, 2012, 2016, 2020)
allFR %>%
filter(direct == "Draft Rule Published") %>%
mutate(climate_pr = ifelse(climate_pr, "Climate in\nDraft & Final Rule", "Climate\nOnly in Final Rule"),
climate_pr = ifelse(climate_fr, climate_pr, "No Climate Text")) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate")) %>%
ggplot() +
aes(x = year, color = Climate_comment, shape = Climate_comment) +
# plot climate comments on top
geom_jitter(alpha = .3,
aes(y = ifelse(climate_comment, NA, comments) ) ) +
geom_jitter(alpha = .3,
aes(y = ifelse(climate_comment, comments, NA) ) ) +
#geom_jitter(alpha = .3) +
facet_grid(climate_pr ~ president, scales = "free_x") +
scale_y_log10(labels = scales::comma) +
#scale_x_date(date_labels = "%y") +
labs(x = "",
y = "Total Number of Comments per Rule (log scale)",
color = "Comments Raised\nClimate Concerns",
shape = "Comments Raised\nClimate Concerns") +
scale_x_discrete(breaks = breaks) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") 
By Organization
#climate-orgs
source(here::here("code", "clean_orgs.R") %>% str_replace("cj", "dissertation"))
str_dct <- function(string, pattern) {
str_detect(string, regex(pattern, ignore_case = TRUE))
}
#functions for case sensitive string manipulation
str_rm_all <- function(string, pattern) {
str_remove_all(string, regex(pattern, ignore_case = TRUE))
}
climateorgs <- climatecomments %>%
drop_na(organization) %>%
filter(!organization %in% c("NA")) %>%
mutate(org_name = organization %>% clean_orgs()) %>%
group_by(org_name) %>%
mutate(Dockets = docket_id %>% unique() %>% length()) %>%
group_by(org_name, Dockets) %>%
summarise(unique = n(),
total = sum(number_of_comments_received)) %>%
arrange(-total)
# total from top 100 climateorgs
climateorgs %<>%
filter(!str_dct(org_name, "unknown|404error|broken link|anonymous|knowwho"))
# FORMAT FOR PRESENTATION
climateorgs %<>% mutate(org_name = ifelse(nchar(org_name)<10, str_to_upper(org_name), org_name) )
climateorgs_summary <- climateorgs %>%
ungroup() %>%
filter(!str_dct(org_name, "^NA$|unknown|individuals|n/a|^N$")) %>%
arrange(-Dockets) %>%
rename(Organization = org_name,
`Unique Climate Comments` = unique,
`Total Climate Comments` = total)
# need to do better
nrow(climateorgs_summary)## [1] 134270climateorgs_summary$`Total Climate Comments` %>% sum()## [1] 25648816save(climateorgs_summary, file = here("data", "climateorgs_summary.Rdata"))
climateorgs_summary %>%
kablebox() #%>% kable3(caption = "Organizations Mobilizing the Most Public Comments 2005-2020")| Organization | Dockets | Unique Climate Comments | Total Climate Comments |
|---|---|---|---|
| Center For Biological Diversity | 698 | 32964 | 2813707 |
| Submitted Electronically Via Erulemaking Portal | 365 | 141080 | 445511 |
| Sierra Club | 337 | 999 | 2025518 |
| Earthjustice | 255 | 455 | 1917473 |
| NRDC | 178 | 511 | 978674 |
| Individual | 128 | 13142 | 13142 |
| American Petroleum Institute | 123 | 177 | 166 |
| Defenders Of Wildlife | 111 | 217 | 189846 |
| AUDUBON | 109 | 264 | 238365 |
| COMMENT | 108 | 519 | 3218 |
| Friends Of The Earth | 97 | 144 | 1370308 |
| OCEANA | 91 | 132 | 90054 |
| Humane Society | 75 | 108 | 360995 |
| PEW | 59 | 100 | 67592 |
| National Wildlife Federation | 51 | 102 | 50961 |
| CREDO | 46 | 145 | 1332094 |
| World Wildlife Fund | 39 | 131 | 354131 |
| Safari Club International | 38 | 39 | 39 |
| Southern Environmental Law Center | 36 | 47 | 81 |
| Comment Submitted By C. Lish | 36 | 50 | 50 |
| Nature Conservancy | 35 | 5473 | 5473 |
| Center For Food Safety | 33 | 171 | 171 |
| Comment Submitted By J. Klein | 33 | 93 | 93 |
| Greenpeace | 32 | 81 | 294493 |
| Mass Comment Campaign Sponsored By Nrdc | 31 | 44 | 2121377 |
| American Bird Conservancy | 30 | 40 | 40 |
| Animal Welfare Institute | 29 | 37 | 37 |
| Western Watersheds Project | 29 | 34 | 35 |
| Wildearth Guardians | 28 | 128 | 25595 |
| Union Of Concerned Scientists | 26 | 43 | 19989 |
| Environmental Defense Fund | 26 | 115 | 116 |
| Conservation Law Foundation | 25 | 35 | 35 |
| Institute For Policy Integrity | 23 | 25 | 25 |
| Multiple Submitters | 22 | 300 | 147 |
| Ocean Conservancy | 21 | 24 | 14969 |
| Comment From C C | 21 | 40 | 40 |
| Air-Conditioning, Heating, And Refrigeration Institute | 21 | 25 | 25 |
| National Association Of Manufacturers | 21 | 25 | 25 |
| Comment From Christopher Lish | 21 | 23 | 23 |
| Marine Mammal Commission | 20 | 21 | 21 |
| Comment Submitted By G. Crouse | 19 | 44 | 44 |
| Wildlife Conservation Society | 18 | 22 | 133680 |
| Wilderness Society | 18 | 25 | 11773 |
| International Fund For Animal Welfare | 18 | 22 | 11164 |
| Comment Submitted By J. Steitz | 18 | 66 | 68 |
| Comment Submitted By Richard W. Corey, Executive Officer, California Air Resources Board | 18 | 36 | 36 |
| Edison Electric Institute | 18 | 27 | 27 |
| Animal Legal Defense Fund | 18 | 20 | 20 |
| Alaska Wilderness League | 17 | 26 | 65128 |
| Comment Submitted By J. Sorrells | 17 | 35 | 35 |
| Comment Submitted By J. Young | 17 | 22 | 22 |
| Comment Submitted By Vickie Patton, General Counsel, Environmental Defense Fund | 17 | 17 | 17 |
| Comment Submitted By J. Smith | 16 | 43 | 43 |
| Comment Submitted By Environmental Defense Fund | 16 | 28 | 25 |
| Comment Submitted By J. Miller | 16 | 20 | 20 |
| State Of Alaska | 16 | 18 | 18 |
| Friends Of Animals | 16 | 17 | 17 |
| Mass Comment Campaign Sponsored By National Wildlife Federation | 15 | 27 | 501238 |
| Surfrider Foundation | 15 | 36 | 36 |
| Environmental Defense Center | 15 | 29 | 26 |
| North Slope Borough | 15 | 17 | 17 |
| MS | 15 | 38 | 8 |
| Public Citizen | 14 | 14 | 8918 |
| Comment Submitted By James Klein | 14 | 47 | 39 |
| Comment Submitted By M. Miller | 14 | 28 | 28 |
| Comment Submitted By L. Miller | 14 | 23 | 23 |
| Comment Submitted By J. Brown | 14 | 22 | 22 |
| Comment Submitted By T. Kardos | 14 | 21 | 21 |
| Arctic Slope Regional Corporation | 14 | 16 | 16 |
| Comment Submitted By Arthur N. Marin, Executive Director, Northeast States For Coordinated Air Use Management | 14 | 16 | 16 |
| Comment Submitted By Barbara S. Losey, Director, Alkylphenols & Ethoxylates Research Council | 14 | 16 | 16 |
| Sabin Center For Climate Change Law | 14 | 15 | 15 |
| GENERAL | 14 | 31 | 0 |
| Comment On Fr Doc # N | 13 | 35048 | 35048 |
| National Parks Conservation Association | 13 | 21 | 17808 |
| Comment Submitted By K. Rowlett | 13 | 45 | 45 |
| Comment Submitted By L. Smith | 13 | 34 | 34 |
| Comment Submitted By M. Grigg | 13 | 33 | 33 |
| Comment Submitted By S. Smith | 13 | 31 | 31 |
| Public Comment | 13 | 25 | 25 |
| Comment Submitted By C. Steinhart | 13 | 18 | 18 |
| Comment Submitted By L. Lambeth | 13 | 18 | 18 |
| Comment Submitted By C. Patterson | 13 | 17 | 17 |
| Comment Submitted By P. Mayer | 13 | 17 | 17 |
| Comment From James Klein | 13 | 16 | 16 |
| Institute For Policy Integrity At Nyu School Of Law | 13 | 13 | 13 |
| Comment From X X | 13 | 13 | 12 |
| Oil Change International | 12 | 18 | 64011 |
| Clean Ocean Action | 12 | 23 | 30 |
| Comment Submitted By L. Johnson | 12 | 30 | 30 |
| Comment Submitted By M. Smith | 12 | 28 | 28 |
| Comment Submitted By A. Ross | 12 | 19 | 19 |
| Comment Submitted By S. Johnson | 12 | 19 | 19 |
| Comment Submitted By C. Brown | 12 | 17 | 17 |
| Comment Submitted By S. Davis | 12 | 15 | 15 |
| Comment Submitted By S. Wilson | 12 | 15 | 15 |
| Comment Submitted By V. Murti | 12 | 15 | 15 |
| National Sustainable Agriculture Coalition | 12 | 12 | 14 |
| Cato Institute | 12 | 13 | 13 |
| Comment From V V | 12 | 13 | 13 |
climateorgs_summary %>%
arrange(-`Total Climate Comments`) %>%
kablebox() | Organization | Dockets | Unique Climate Comments | Total Climate Comments |
|---|---|---|---|
| Center For Biological Diversity | 698 | 32964 | 2813707 |
| Mass Comment Campaign Sponsored By Nrdc | 31 | 44 | 2121377 |
| Sierra Club | 337 | 999 | 2025518 |
| Earthjustice | 255 | 455 | 1917473 |
| Comment On Fr Doc # 2017-09490 | 1 | 1823 | 1525926 |
| Friends Of The Earth | 97 | 144 | 1370308 |
| CREDO | 46 | 145 | 1332094 |
| NRDC | 178 | 511 | 978674 |
| Mass Comment Campaign Sponsored By Organizing For Action | 4 | 4 | 650146 |
| Mass Comment Campaign Sponsored By Environmental Defense Fund | 9 | 16 | 523719 |
| Mass Comment Campaign Sponsored By National Wildlife Federation | 15 | 27 | 501238 |
| Submitted Electronically Via Erulemaking Portal | 365 | 141080 | 445511 |
| Comment On Fr Doc # 2013-13708 | 1 | 91 | 367942 |
| Humane Society | 75 | 108 | 360995 |
| World Wildlife Fund | 39 | 131 | 354131 |
| Mass Comment Campaign Sponsored By Environment America | 8 | 9 | 342032 |
| Greenpeace | 32 | 81 | 294493 |
| Mass Comment Campaign Sponsored By Moms Clean Air Force | 8 | 12 | 256052 |
| Mass Comment Campaign Sponsored By League Of Conservation Voters | 6 | 11 | 247141 |
| AUDUBON | 109 | 264 | 238365 |
| Mass Comment Campaign Sponsored By Environmental Working Group | 1 | 1 | 230725 |
| Endangered Species Coalition | 7 | 10 | 218696 |
| Defenders Of Wildlife | 111 | 217 | 189846 |
| Mandate Media | 1 | 1 | 186544 |
| Mass Comment Campaign Sponsored By Union Of Concerned Scientists | 11 | 17 | 169888 |
| Mass Comment Campaign Sponsored By Alliance For Climate Protection | 4 | 4 | 166465 |
| Planned Parenthood | 5 | 90 | 157179 |
| Wildlife Conservation Society | 18 | 22 | 133680 |
| Mass Comment Campaign Sponsored By Environmental Defense | 2 | 2 | 130838 |
| Park County Environmental Council | 1 | 1 | 127014 |
| Heal The Bay | 1 | 2 | 126052 |
| Mass Comment Campaign Sponsored By Environmental Action | 3 | 6 | 121317 |
| Mass Comment Campaign Submitted By Alexis Baden-Mayer, Organic Consumers Association | 2 | 2 | 119850 |
| Mass Comment Campaign Sponsored By Pesticide Action Network North America | 6 | 6 | 110956 |
| Mass Comment Campaign Sponsored By Organic Consumers Association | 2 | 2 | 107834 |
| Food & Water Watch | 10 | 11 | 100155 |
| Food And Water Watch | 1 | 10 | 99421 |
| 350.ORG | 8 | 11 | 94483 |
| OCEANA | 91 | 132 | 90054 |
| Mass Comment Campaign Sponsored By The Climate Reality Project | 4 | 5 | 85409 |
| League Of Conservation Voters | 4 | 8 | 82123 |
| Mass Comment Campaign Sponsored By Clean Water Action | 11 | 14 | 80730 |
| Mass Comment Campaign Sponsored By The Alliance For Climate Protection | 1 | 1 | 79403 |
| Biological Diversity Petition Comments | 1 | 1 | 78217 |
| Comment On Fr Doc # 2018-03144 | 1 | 72275 | 72275 |
| BONIERICE | 1 | 1 | 70997 |
| Comment From Ufw Foundation The United Farm Workers Of America Including 68,550 Submissions | 1 | 1 | 68550 |
| PEW | 59 | 100 | 67592 |
| Alaska Wilderness League | 17 | 26 | 65128 |
| Oil Change International | 12 | 18 | 64011 |
| Sedlacek Keishahsus | 2 | 2 | 63389 |
| Gillian Lyons-The Human Society | 1 | 1 | 60073 |
| Mass Comment Campaign Sponsored By U.s. Representative From California Et Al. | 1 | 1 | 58697 |
| Crawford, Daniel | 1 | 1 | 56943 |
| Comment On Fr Doc # 2016-14525 | 1 | 2 | 54458 |
| Environmental Action | 4 | 5 | 53503 |
| Zaheed, Murshed | 1 | 1 | 53211 |
| Comment On Fr Doc # 2015-13474 | 1 | 5 | 51544 |
| National Wildlife Federation | 51 | 102 | 50961 |
| Mass Comment Campaign Sponsored By Evangelical Environmental Network | 1 | 1 | 50116 |
| Mass Comment Campaign Submitted By Iain Keith, Senior Campaigner, Avaaz.org | 1 | 3 | 47502 |
| Mass Mail Campaign Submitted By Pesticide Action Network North America | 2 | 2 | 44904 |
| Mass Comment Campaign Sponsored By Nextgen Climate | 1 | 1 | 42666 |
| Center For Biological Diversty | 1 | 1 | 41450 |
| Mass Comment Campaign Sponsored By League Of Women Voters | 1 | 1 | 41383 |
| Environment America | 9 | 9 | 39886 |
| Mass Comment Campaign Sponsored By Mighty Earth | 1 | 1 | 39729 |
| Democracy For America | 2 | 2 | 39358 |
| Sedlacek Et Al | 6 | 6 | 36378 |
| Sedlacek Keisha | 1 | 1 | 36247 |
| Comment On Fr Doc # N | 13 | 35048 | 35048 |
| Drew Hudson-Environmental Action | 1 | 1 | 35000 |
| Earthworks | 9 | 10 | 34810 |
| Mass Comment Campaign Sponsored By National Wildlife | 1 | 1 | 34492 |
| Mass Comment Campaign Sponsored By Public Citizen | 2 | 3 | 34420 |
| Mass Comment Campaign Sponsored By Care2 | 1 | 1 | 34091 |
| Mass Comment Campaign Sponsored By Earthworks | 6 | 6 | 33892 |
| Mass Comment Campaign Sponsored By United Mine Workers Of America | 1 | 2 | 33323 |
| Mass Mail Comment Campaign Sponsored By Nrdc | 1 | 1 | 33280 |
| Win Without War | 1 | 1 | 31600 |
| Jessica Herrera | 1 | 1 | 29783 |
| American Heart Association | 1 | 1 | 29141 |
| Mass Mail Campaign Submitted By Judy Hatcher, Executive Director, Pesticide Action Network | 1 | 1 | 28348 |
| Mass Comment Campaign Sponsored By Sumofus.org | 1 | 1 | 27828 |
| Comment On Fr Doc # 2019-12806 | 1 | 27621 | 27621 |
| Stop The Debt Trap Coalition | 1 | 2 | 27540 |
| Mass Comment Campaign Sponsored By Safer Chemicals, Healthy Families | 2 | 2 | 26917 |
| Mass Comment Campaign Submitted By Pesticide Action Network North America, United Farm Workers, And Nrdc | 1 | 1 | 26869 |
| Comment On Fr Doc # 2019-22638 | 1 | 26660 | 26660 |
| Feeding America | 3 | 8 | 26520 |
| Mass Comment Campaign Sponsored By Care2. Sample Attached | 1 | 1 | 26105 |
| Wildearth Guardians | 28 | 128 | 25595 |
| Coalition On Human Needs | 1 | 2 | 25096 |
| Mass Mail Campaign Sponsored By Michelle Bright, Nrdc | 1 | 1 | 24804 |
| Mass Comment Campaign Sponsored By California League Of Conservation Voters | 1 | 1 | 23735 |
| Mass Comment Campaign Sponsored By National Parks Conservation Association | 3 | 5 | 23721 |
| Eric Holst Et Al.-Edf | 1 | 1 | 23578 |
| Food & Water Action | 1 | 6 | 22511 |
| Mass Comment Campaign Sponsored By Pesticide Action Network North America And United Farm Workers | 1 | 1 | 22452 |
| Mass Comment Campaign Submitted By Pesticide Action Network North America | 1 | 1 | 22452 |
climateorgs_FR <- climatecomments %>%
mutate(docket_id =str_remove(id, "-[0-9]*$")) %>%
#select(docket_id)
filter(docket_id %in% allFR$docket_id) %>%
drop_na(organization) %>%
filter(!organization %in% c("NA")) %>%
group_by(organization, docket_id) %>%
#add_count(docket_id) %>% #TODO
summarise(unique = n(),
total = sum(number_of_comments_received)) %>%
ungroup() %>%
arrange(-total)
# per docket
climateorgs_FR %>%
kablebox()| organization | docket_id | unique | total |
|---|---|---|---|
| Center for Biological Diversity | FWS-HQ-ES-2018-0097 | 17 | 607155 |
| Mass Comment Campaign sponsored by Organizing For Action (email) | EPA-HQ-OAR-2013-0602 | 1 | 487822 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (web) | EPA-HQ-OAR-2013-0602 | 1 | 254008 |
| Mass Comment Campaign Sponsored by Environment America (USB) | EPA-HQ-OW-2011-0880 | 1 | 218542 |
| Endangered Species Coalition | FWS-HQ-ES-2013-0073 | 2 | 190601 |
| Mass comment campaign sponsored by Environmental Defense Fund (EDF) (Email) | EPA-HQ-OAR-2010-0505 | 1 | 186690 |
| Mass Comment Campaign sponsored by League of Conservation Voters (LCV) (email) | EPA-HQ-OAR-2013-0602 | 1 | 169438 |
| Comments submitted on behalf of Planned Parenthood | CMS-2012-0031 | 1 | 147607 |
| Wildlife Conservation Society | FWS-HQ-IA-2013-0091 | 1 | 133660 |
| Mass Comment Campaign sponsored by Organizing for Action (email) | EPA-HQ-OAR-2013-0495 | 1 | 133239 |
| Mass comment campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0355 | 40 | 131880 |
| Center for Biological Diversity | NPS-2018-0005 | 1 | 131794 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (web) | EPA-HQ-OAR-2017-0355 | 1 | 130020 |
| Park County Environmental Council | FWS-R6-ES-2016-0042 | 1 | 127014 |
| Mass Comment Campaign sponsored by Sierra Club (web) | EPA-HQ-OAR-2017-0355 | 1 | 126535 |
| Natural Resources Defense Council | FWS-R6-ES-2016-0042 | 1 | 124023 |
| Sierra Club | CEQ-2019-0003 | 2 | 121589 |
| Mass Comment Campaign sponsored by Earthjustice (email) | EPA-HQ-OAR-2013-0602 | 1 | 120322 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (web) | EPA-HQ-OAR-2018-0283 | 1 | 119984 |
| Mass Comment Campaign sponsoring organization unknown (email) | EPA-HQ-OAR-2013-0495 | 10 | 113461 |
| Mass Comment Campaign sponsored by Moms Clean Air Force (Email) | EPA-HQ-OAR-2010-0505 | 1 | 111147 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (email) | EPA-HQ-OAR-2013-0602 | 1 | 102119 |
| Humane Society International | FWS-R9-ES-2012-0025 | 3 | 100059 |
| Mass Comment Campaign sponsoring organization unknown (web) | EPA-HQ-OAR-2013-0602 | 4 | 97128 |
| Mass Comment Campaign sponsoring organization unknown (email) | EPA-HQ-OAR-2013-0602 | 14 | 94980 |
| Sierra Club | FWS-HQ-ES-2013-0073 | 1 | 89225 |
| NRDC | FWS-R6-ES-2011-0039 | 2 | 83045 |
| Center for Biological Diversity | FWS-HQ-ES-2013-0073 | 2 | 79613 |
| Mass comment campaign sponsored by Natural Resources Defense Council (NRDC) (Web) | EPA-HQ-OAR-2017-0355 | 1 | 78416 |
| Biological Diversity Petition Comments | FWS-HQ-ES-2013-0073 | 1 | 78217 |
| Mass Comment Campaign sponsored by Sierra Club (web) | EPA-HQ-OW-2018-0149 | 1 | 74908 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (web) | EPA-HQ-OW-2018-0149 | 1 | 72280 |
| Comment on FR Doc # 2018-03144 | BLM-2018-0001 | 72275 | 72275 |
| Humane Society | FWS-HQ-ES-2018-0097 | 1 | 72178 |
| NRDC | NPS-2018-0005 | 1 | 72019 |
| Mass Comment Campaign sponsored by National Wildlife Federation Action Fund (email) | EPA-HQ-OAR-2013-0602 | 3 | 71311 |
| BonieRice (Members and Supporters) | FWS-R6-ES-2016-0042 | 1 | 70997 |
| Mass Comment Campaign sponsored by Food & Water Watch, Care2 and MoveOn.org (web) | EPA-HQ-OAR-2013-0602 | 1 | 70450 |
| Mass Comment Campaign sponsored by Environmental Defense Action Fund (email) | EPA-HQ-OAR-2013-0602 | 1 | 70449 |
| Mass comment campaign sponsoring organization unknown (web) | EPA-HQ-OAR-2008-0699 | 1 | 69634 |
| Mass Comment Campaign sponsored by Sierra Club (email) | EPA-HQ-OAR-2018-0794 | 1 | 69440 |
| The Humane Society of The United States | FWS-HQ-ES-2013-0073 | 1 | 65442 |
| The Pew Charitable Trusts | NOAA-NMFS-2013-0050 | 3 | 63771 |
| NRDC | FWS-HQ-ES-2013-0073 | 1 | 61875 |
| Friends of the Earth | NPS-2018-0005 | 2 | 61705 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (web) | EPA-HQ-OW-2017-0203 | 1 | 61359 |
| Mass Comment Campaign Sponsored by Environmental Defense Fund (EDF) (Email) | EPA-HQ-OAR-2014-0827 | 1 | 60831 |
| Mass Comment Campaign sponsoring organization unknown (web) | EPA-HQ-OAR-2013-0495 | 2 | 60649 |
| Mass Comment Campaign sponsored by CREDO Action (web) | EPA-HQ-OAR-2017-0355 | 1 | 60562 |
| Mass Comment Campaign sponsored by Environmental Defense Action Fund (email) | EPA-HQ-OAR-2013-0495 | 1 | 60389 |
| Mass Comment Campaign sponsoring organization unknown (web) | EPA-HQ-OAR-2010-0682 | 1 | 60135 |
| Gillian Lyons-The Human Society | FWS-HQ-ES-2013-0073 | 1 | 60073 |
| Mass comment campaign sponsored by CREDO Action (web) | EPA-HQ-OAR-2015-0531 | 1 | 60053 |
| FRIENDS OF THE EARTH | BLM-2018-0001 | 1 | 59610 |
| Mass Comment Campaign sponsored by U.S. Representative from California et al. (email) | EPA-HQ-OAR-2017-0355 | 1 | 58697 |
| Mass Comment Campaign sponsored by Credo Action (58,678) | EPA-HQ-OAR-2010-0505 | 1 | 58678 |
| Mass comment campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0483 | 3 | 58577 |
| Mass Comment Campaign sponsored by Friends of the Earth (web) | EPA-HQ-OAR-2017-0483 | 1 | 58166 |
| Mass Comment Campaign sponsored by Sierra Club (web) | EPA-HQ-OAR-2013-0495 | 1 | 57721 |
| Mass Comment Campaign sponsored by Environmental Action (web) | EPA-HQ-OAR-2017-0355 | 3 | 57495 |
| Mass Comment Campaign sponsored by CREDO Action | EPA-HQ-OPP-2011-0184 | 1 | 57270 |
| Earthjustice | BLM-2017-0001 | 2 | 56433 |
| Mass Comment Campaign sponsoring organization unknown (web) | EPA-HQ-OAR-2014-0827 | 2 | 55876 |
| CREDO Action | OSM-2016-0006 | 1 | 55609 |
| Mass comment campaign sponsored by Sierra Club (web) | EPA-HQ-OAR-2010-0505 | 1 | 55163 |
| Sierra Club | BLM-2016-0001 | 1 | 54807 |
| Comment on FR Doc # 2016-14525 | OSM-2016-0006 | 2 | 54458 |
| Mass Comment Campaign sponsored by Moms Clean Air Force (email) | EPA-HQ-OAR-2010-0505 | 1 | 53292 |
| Mass Comment Campaign sponsored by National Wildlife Federation (NWF) (email) | EPA-HQ-OAR-2013-0602 | 1 | 53146 |
| Mass Comment Campaign sponsored by Sierra Club (web) | EPA-HQ-OAR-2018-0283 | 1 | 52824 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (web) | EPA-HQ-OAR-2018-0794 | 1 | 52129 |
| Mass comment campaign sponsored by Sierra Club (email) | EPA-HQ-OAR-2018-0167 | 1 | 51240 |
| Jessica Herrera-Center for Biological Diversity | FWS-HQ-ES-2013-0073 | 1 | 50019 |
| Mass Comment Campaign sponsored by Sierra Club (email) | EPA-HQ-OAR-2013-0602 | 1 | 49612 |
| Mass Comment Campaign submitted by Earthjustice (48,998 web) | EPA-HQ-OPP-2010-0889 | 1 | 48998 |
| National Wildlife Federation Action Fund | CEQ-2019-0003 | 4 | 48052 |
| Mass Comment Campaign sponsored by Environmental Defense Fund (EDF). Sample attached (email) | EPA-HQ-OAR-2013-0602 | 1 | 47924 |
| Sedlacek KeishaHSUS | FWS-R7-NWRS-2014-0005 | 1 | 47892 |
| NRDC | FWS-HQ-NWRS-2012-0086 | 1 | 47403 |
| Mass Comment Campaign sponsored by The Climate Reality Project (web) | EPA-HQ-OAR-2017-0355 | 2 | 47264 |
| Natural Resources Defense Council | NOAA-NMFS-2012-0059 | 2 | 46032 |
| Mass comment campaign sponsored by Natural Resources Defense Council (NRDC) (web) | EPA-HQ-OAR-2010-0505 | 1 | 44895 |
| NRDC | EERE-2018-BT-STD-0010 | 1 | 44727 |
| Earthjustice | FWS-R2-ES-2013-0056 | 1 | 43790 |
| Mass Comment Campaign sponsored by Earthjustice (web) | EPA-HQ-OEM-2015-0725 | 1 | 43669 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) | EPA-HQ-OAR-2017-0483 | 1 | 42995 |
| Mass comment campaign sponsored by World Wildlife Fund. Sample attached (email) | EPA-HQ-OAR-2017-0355 | 2 | 42941 |
| Mass Comment Campaign sponsored by Sierra Club (web) | EPA-HQ-OAR-2017-0483 | 1 | 42748 |
| Mass Comment Campaign sponsored by NextGen Climate (NGC) (web) | EPA-HQ-OAR-2013-0602 | 1 | 42666 |
| Mass Comment Campaign sponsored by Sierra Club (web) | EPA-HQ-OLEM-2019-0172 | 1 | 42470 |
| Defenders of Wildlife | FWS-R6-ES-2011-0039 | 1 | 42000 |
| Mass Comment Campaign sponsored by Union of Concerned Scientists (UCS) (web) | EPA-HQ-OAR-2018-0283 | 2 | 41815 |
| Mass Comment Campaign sponsored by Earthjustice (Web) | EPA-HQ-OAR-2010-0505 | 1 | 41677 |
| Center for Biological Diversty | FWS-R9-ES-2010-0086 | 1 | 41450 |
| Mass Comment Campaign sponsored by League of Women Voters (LWV) (email) | EPA-HQ-OAR-2013-0602 | 1 | 41383 |
| Defenders of Wildlife | FWS-R1-ES-2011-0096 | 1 | 40387 |
| Friends of the Earth | BSEE-2017-0008 | 1 | 40000 |
| Mass comment campaign sponsored by Friends of the Earth (web) | EPA-HQ-OW-2017-0203 | 1 | 40000 |
| Mass Comment Campaign sponsored by Mighty Earth (web) | EPA-HQ-OAR-2017-0091 | 1 | 39729 |
| Mass Comment Campaign sponsored by Sierra Club (web) | EPA-HQ-OLEM-2018-0524 | 1 | 39704 |
# number of dockets
climateorgs_FR %>%
count(organization, name = "dockets on which org raised Climate", sort = T) %>%
kablebox()| organization | dockets on which org raised Climate |
|---|---|
| Submitted Electronically via eRulemaking Portal | 150 |
| Anonymous public comment | 134 |
| Center for Biological Diversity | 92 |
| Earthjustice | 33 |
| Defenders of Wildlife | 31 |
| Sierra Club | 27 |
| Comment submitted by C. Lish | 22 |
| Anonymous Public Comment | 21 |
| Natural Resources Defense Council | 21 |
| none | 17 |
| Comment submitted by J. Klein | 16 |
| NRDC | 16 |
| National Wildlife Federation | 15 |
| Environmental Defense Fund | 14 |
| N/A | 14 |
| Oceana | 14 |
| American Petroleum Institute | 13 |
| Union of Concerned Scientists | 13 |
| Comment submitted by G. Crouse | 12 |
| Comment submitted by J. Steitz | 12 |
| National Audubon Society | 12 |
| The Pew Charitable Trusts | 12 |
| Western Watersheds Project | 12 |
| American Bird Conservancy | 11 |
| Comment submitted by J. Sorrells | 11 |
| Friends of the Earth | 11 |
| Natural Resources Defense Council (NRDC) | 11 |
| self | 11 |
| Animal Welfare Institute | 10 |
| Comment from Christopher Lish | 10 |
| Comment submitted by Arthur N. Marin, Executive Director, Northeast States for Coordinated Air Use Management (NESCAUM) | 10 |
| Comment submitted by J. Brown | 10 |
| Comment submitted by J. Smith | 10 |
| Comment submitted by J. Young | 10 |
| Conservation Law Foundation | 10 |
| None | 10 |
| WildEarth Guardians | 10 |
| Cato Institute | 9 |
| Comment submitted by J. Smarr | 9 |
| Comment submitted by K. Rowlett | 9 |
| Comment submitted by S. Asmus | 9 |
| Mass Comment Campaign sponsored by Natural Resources Defense Council (NRDC) (web) | 9 |
| Mass Comment Campaign sponsored by Sierra Club (web) | 9 |
| The Humane Society of the United States | 9 |
| The Nature Conservancy | 9 |
| Air-Conditioning, Heating, and Refrigeration Institute (AHRI) | 8 |
| Comment from Anonymous | 8 |
| Comment submitted by B. Hlodnicki | 8 |
| Comment submitted by Bill Thompson, Chairman, National Tribal Air Association (NTAA) | 8 |
| Comment submitted by F. Field | 8 |
| Comment submitted by G. H. Holliday, Holliday Environmental Services, Inc. | 8 |
| Comment submitted by J. Lopez | 8 |
| Comment submitted by L. Lambeth | 8 |
| Comment submitted by L. Miller | 8 |
| Comment submitted by M. Meeks | 8 |
| Comment submitted by M. Smith | 8 |
| Comment submitted by S. Bhakti | 8 |
| Comment submitted by T. Kardos | 8 |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | 8 |
| Southern Environmental Law Center | 8 |
| State of Alaska | 8 |
| Wildlife Conservation Society | 8 |
| Comment submitted by A. Ross | 7 |
| Comment submitted by B. O’Brien | 7 |
| Comment submitted by C. Brexel Sr. | 7 |
| Comment submitted by C. Patterson | 7 |
| Comment submitted by D. Nelson | 7 |
| Comment submitted by E. Greisch | 7 |
| Comment submitted by G. Anderson | 7 |
| Comment submitted by G. Casey | 7 |
| Comment submitted by G. Janzen | 7 |
| Comment submitted by J. Ambrose | 7 |
| Comment submitted by J. Brink | 7 |
| Comment submitted by J. Cooper | 7 |
| Comment submitted by J. Holmes | 7 |
| Comment submitted by K. Chiu | 7 |
| Comment submitted by Karin Ritter, Manager, Regulatory and Scientific Affairs, American Petroleum Institute (API) | 7 |
| Comment submitted by L. Johnson | 7 |
| Comment submitted by L. Young | 7 |
| Comment submitted by M. Harris | 7 |
| Comment submitted by M. Miller | 7 |
| Comment submitted by M. Wilson | 7 |
| Comment submitted by P. Mayer | 7 |
| Comment submitted by Paul Noe, Vice President, Public Policy, American Forest & Paper Association (AF&PA) | 7 |
| Comment submitted by R. Williams | 7 |
| Comment submitted by Richard W. Corey, Executive Officer, California Air Resources Board (CARB) | 7 |
| Comment submitted by Roger Johnson, President, National Farmers Union (NFU) | 7 |
| Comment submitted by S. Davis | 7 |
| Comment submitted by S. Hathaway | 7 |
| Comment submitted by S. Johnson | 7 |
| Comment submitted by V. Murti | 7 |
| Comment submitted by V. Smith | 7 |
| Institute for Policy Integrity | 7 |
| Marine Mammal Commission | 7 |
| Mass Comment Campaign sponsoring organization unknown (web) | 7 |
| National Parks Conservation Association | 7 |
| Public Comment | 7 |
| Self | 7 |
| Alliance of Automobile Manufacturers | 6 |
| American Council for an Energy-Efficient Economy (ACEEE) | 6 |
#
# climateorgsProposed rules that did not address Climate
# Final Rules that where climate was not mentioned in the NPRM
climateFR_PR <- allFR %>%
filter(docket_id %in% allPR$docket_id, # there is an NPRM
!climate_pr) # climate is not in itPercent where the final rule did address Climate
#climate-PR-winrate
winrate <- climateFR_PR %>%
count(climate_comment, climate_fr) %>%
group_by(climate_comment) %>% #FIXME make nice table with percents
spread(climate_fr, n) %>%
mutate(percent = round(`TRUE`/(`TRUE`+`FALSE`)*100 ))
winrate %>% kablebox()| climate_comment | FALSE | TRUE | percent |
|---|---|---|---|
| FALSE | 11916 | 79 | 1 |
| TRUE | 928 | 188 | 17 |
climateFR_PR %>%
count(climate_comment, climate_fr) %>%
left_join(winrate) %>%
group_by(climate_comment) %>%
mutate(mean = mean(c(`TRUE`, `FALSE`)),
Climate_fr = climate_fr,#ifelse(climate_fr, "Climate Addressed", "Climate Not Addressed"),
Climate_comment = ifelse(climate_comment, "Climate Raised\nby Commenters", "Climate not Raised\nby Commenters")) %>%
ggplot() +
aes(x = Climate_comment,
y = n,
fill = Climate_fr,
label = ifelse(climate_fr == climate_comment, percent, NA) %>% str_c("%") ) +
geom_col(alpha = .7) +
geom_text(aes(y = mean)) +
facet_wrap("Climate_comment", scales = "free") +
labs(fill = "Climate in Final Rule",
y = "Proposed Rules") +
#scale_fill_viridis_d(option="mako", begin = 0, end = .6, direction = -1) +
theme_void() +
theme(axis.text.y = element_text(),
axis.title.y = element_text(angle = 90),
panel.grid.major.y = element_line(color = "grey"))
By president
#climate-PR-winrate-president
winrate <- climateFR_PR %>%
count(climate_comment, climate_fr, president) %>%
group_by(climate_comment) %>% #FIXME make nice table with percents
spread(climate_fr, n) %>%
mutate(`FALSE` = replace_na(`FALSE`, 0)) %>%
mutate(`TRUE` = replace_na(`TRUE`, 0)) %>%
mutate(percent = round(`TRUE`/(`TRUE`+`FALSE`)*100 ))
winrate %>% kablebox()| climate_comment | president | FALSE | TRUE | percent |
|---|---|---|---|---|
| FALSE | G. W. Bush | 1300 | 13 | 1 |
| FALSE | Obama | 7031 | 51 | 1 |
| FALSE | Trump | 3585 | 15 | 0 |
| TRUE | G. W. Bush | 74 | 13 | 15 |
| TRUE | Obama | 404 | 108 | 21 |
| TRUE | Trump | 450 | 67 | 13 |
climateFR_PR %>%
count(climate_comment, climate_fr, president) %>%
left_join(winrate) %>%
group_by(climate_fr) %>%
mutate(Climate_comment = ifelse(climate_comment, "Climate Comments", "No Climate Comments"),
Climate_fr = climate_fr# ifelse(climate_fr, "Climate Addressed", "Climate Not Addressed")
) %>%
ggplot() +
aes(x = n, y = Climate_comment,
fill = Climate_fr,
label = ifelse(climate_fr== climate_comment, percent, NA) %>% str_c("%") ) +
geom_col(alpha = .7) +
geom_text(aes(x = `TRUE`), hjust = 0) +
facet_wrap("president", scales = "free")+
labs(fill = "Climate in Final Rule",
x = "Proposed Rules that Did Not Address Climate",
y = "",
title = "Rates of Rule Change by President") +
#scale_fill_viridis_d(option="mako", begin = 0, end = .6, direction = 1) +
#theme_void() +
theme(axis.text.x = element_text(angle = 30),
panel.grid.major.y = element_blank())
#
# climateFR_PR %>%
# ggplot() +
# aes(x = log(climate_comments_unique+1), y = log(comments+1)) +
# geom_jitter() +
# geom_smooth()Model
With president dummies
# climate-m-PR
m_PR <- glm(climate_fr ~ climate_comment*log(comments+1) +
log(climate_comments_unique+1) +
president,
data = climateFR_PR,
family=binomial(link="logit"))
equatiomatic::extract_eq(m_PR)\[ \log\left[ \frac { P( \operatorname{climate\_fr} = \operatorname{TRUE} ) }{ 1 - P( \operatorname{climate\_fr} = \operatorname{TRUE} ) } \right] = \alpha + \beta_{1}(\operatorname{climate\_comment}_{\operatorname{TRUE}}) + \beta_{2}(\operatorname{log(comments\ +\ 1)}) + \beta_{3}(\operatorname{log(climate\_comments\_unique\ +\ 1)}) + \beta_{4}(\operatorname{president}_{\operatorname{Obama}}) + \beta_{5}(\operatorname{president}_{\operatorname{Trump}}) + \beta_{6}(\operatorname{climate\_comment}_{\operatorname{TRUE}} \times \operatorname{log(comments\ +\ 1)}) \]
modelsummary(m_PR, stars = T)| Model 1 | |
|---|---|
| (Intercept) | -5.547*** |
| (0.257) | |
| climate_commentTRUE | 3.639*** |
| (0.217) | |
| log(comments + 1) | 0.336*** |
| (0.044) | |
| log(climate_comments_unique + 1) | 0.604*** |
| (0.082) | |
| presidentObama | 0.150 |
| (0.235) | |
| presidentTrump | -0.505* |
| (0.252) | |
| climate_commentTRUE × log(comments + 1) | -0.410*** |
| (0.056) | |
| Num.Obs. | 13111 |
| AIC | 1836.9 |
| BIC | 1889.2 |
| Log.Lik. | -911.429 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
With president fixed effects
# climate-m-PR
m_PRFE <- feglm(climate_fr ~ climate_comment*log(comments+1) +
log(climate_comments_unique+1) | president,
data = climateFR_PR,
family=binomial(link="logit"))
modelsummary(m_PRFE, stars = T)| Model 1 | |
|---|---|
| climate_commentTRUE | 3.639*** |
| (0.292) | |
| log(comments + 1) | 0.336*** |
| (0.021) | |
| log(climate_comments_unique + 1) | 0.604* |
| (0.258) | |
| climate_commentTRUE × log(comments + 1) | -0.410*** |
| (0.102) | |
| Num.Obs. | 13111 |
| R2 | |
| R2 Adj. | |
| R2 Within | |
| R2 Pseudo | 0.301 |
| AIC | 1836.9 |
| BIC | 1889.2 |
| Log.Lik. | -911.429 |
| Std. Errors | Clustered (president) |
| FE: president | X |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
Predicted Probabilities by President
With the median number of comments on Proposed Rules that did not address Climate, 1 comments:
# climate-m-PR-president-median
# A data frame of values at which to estimate probabilities:
values <- climateFR_PR %>%
tidyr::expand(climate_comment,
#climate_comments = median(climate_comments) %>% round(),
climate_comments_unique = median(climate_comments_unique) %>% round(),
comments = #c(min(comments),
median(comments) %>% round(),
#max(comments)),
president)
predicted <- augment(m_PR,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFR_PR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>%
str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
ggplot() +
aes(x = Climate_comment, y = .fitted, shape = Climate_comment, color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
coord_flip() +
facet_wrap("president", ncol = 1) +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
theme(axis.text.y = element_blank(),
axis.ticks.y = element_blank(),
panel.grid.major.y = element_blank())+
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
ylim(0,1) 
With the mean number of comments on Proposed Rules that did not address Climate, 1112 comments:
# climate-m-PR-president-mean
# A data frame of values at which to estimate probabilities:
values <- climateFR_PR %>%
tidyr::expand(climate_comment,
#climate_comments = median(climate_comments) %>% round(),
climate_comments_unique = mean(climate_comments_unique) %>% round(),
comments = #c(min(comments),
mean(comments) %>% round(),
#max(comments)),
president)
predicted <- augment(m_PR,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFR_PR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
ggplot() +
aes(x = Climate_comment, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
coord_flip() +
facet_wrap("president", ncol = 1) +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
theme(axis.text.y = element_blank(),
axis.ticks.y = element_blank(),
panel.grid.major.y = element_blank())+
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
ylim(0,1)
By number of comments
# climate-m-PR-comments
# A data frame of values at which to estimate probabilities:
values <- climateFR_PR %>%
tidyr::expand(comments = c(1, 10,100,1000,10000),
climate_comment,
climate_comments_unique = median(climate_comments_unique) %>% round(),
president = "Obama")
predicted <- augment(m_PR,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFR_PR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
filter(comments<10001) %>%
ggplot() +
aes(x = factor(comments),
y = .fitted,
shape = Climate_comment,
color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
coord_flip() +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
#facet_wrap("climate_comment", ncol = 1) +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "Number of Comments",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank()) 
By Agency
The percent of rules where Climate was added
#climate-PR-winrate-agency
winrate <- climateFR_PR %>%
count(climate_comment, climate_fr, agency) %>%
group_by(climate_comment) %>% #FIXME make nice table with percents
spread(climate_fr, n) %>%
mutate(`FALSE` = replace_na(`FALSE`, 0)) %>%
mutate(`TRUE` = replace_na(`TRUE`, 0)) %>%
mutate(percent = round(`TRUE`/(`TRUE`+`FALSE`)*100 )) %>%
ungroup() %>%
arrange(agency)
winrate %>% filter(climate_comment == F) %>% kablebox()| climate_comment | agency | FALSE | TRUE | percent |
|---|---|---|---|---|
| FALSE | AMS | 337 | 0 | 0 |
| FALSE | APHIS | 196 | 1 | 1 |
| FALSE | BLM | 5 | 0 | 0 |
| FALSE | BOEM | 6 | 1 | 14 |
| FALSE | BSEE | 2 | 0 | 0 |
| FALSE | CCC | 1 | 1 | 50 |
| FALSE | CMS | 257 | 0 | 0 |
| FALSE | COE | 52 | 1 | 2 |
| FALSE | DOE | 27 | 0 | 0 |
| FALSE | DOI | 16 | 1 | 6 |
| FALSE | DOL | 4 | 1 | 20 |
| FALSE | EBSA | 36 | 0 | 0 |
| FALSE | ED | 150 | 0 | 0 |
| FALSE | EERE | 132 | 4 | 3 |
| FALSE | EOIR | 1 | 0 | 0 |
| FALSE | EPA | 4647 | 19 | 0 |
| FALSE | FAA | 3780 | 0 | 0 |
| FALSE | FAR | 101 | 0 | 0 |
| FALSE | FCIC | 27 | 0 | 0 |
| FALSE | FDA | 101 | 1 | 1 |
| FALSE | FEMA | 24 | 1 | 4 |
| FALSE | FHWA | 17 | 0 | 0 |
| FALSE | FMCSA | 33 | 0 | 0 |
| FALSE | FSA | 3 | 2 | 40 |
| FALSE | FTA | 9 | 0 | 0 |
| FALSE | FTC | 3 | 0 | 0 |
| FALSE | FWS | 100 | 29 | 22 |
| FALSE | HUD | 80 | 0 | 0 |
| FALSE | IRS | 522 | 0 | 0 |
| FALSE | NHTSA | 12 | 0 | 0 |
| FALSE | NOAA | 817 | 13 | 2 |
| FALSE | NPS | 33 | 0 | 0 |
| FALSE | NRC | 168 | 0 | 0 |
| FALSE | NRCS | 1 | 0 | 0 |
| FALSE | ONRR | 5 | 0 | 0 |
| FALSE | OSHA | 40 | 2 | 5 |
| FALSE | OSM | 87 | 0 | 0 |
| FALSE | PHMSA | 33 | 0 | 0 |
| FALSE | RBS | 4 | 0 | 0 |
| FALSE | RHS | 12 | 0 | 0 |
| FALSE | RUS | 16 | 0 | 0 |
| FALSE | USCIS | 18 | 1 | 5 |
| FALSE | USDA | 1 | 1 | 50 |
winrate %>% filter(climate_comment == T) %>% kablebox()| climate_comment | agency | FALSE | TRUE | percent |
|---|---|---|---|---|
| TRUE | AMS | 12 | 0 | 0 |
| TRUE | APHIS | 18 | 3 | 14 |
| TRUE | BLM | 4 | 3 | 43 |
| TRUE | BOEM | 1 | 0 | 0 |
| TRUE | BSEE | 4 | 2 | 33 |
| TRUE | CCC | 1 | 0 | 0 |
| TRUE | CMS | 12 | 0 | 0 |
| TRUE | CSREES | 0 | 1 | 100 |
| TRUE | DOE | 6 | 1 | 14 |
| TRUE | DOI | 1 | 0 | 0 |
| TRUE | EBSA | 3 | 1 | 25 |
| TRUE | ED | 18 | 0 | 0 |
| TRUE | EERE | 24 | 9 | 27 |
| TRUE | EOIR | 0 | 1 | 100 |
| TRUE | EPA | 572 | 92 | 14 |
| TRUE | FAA | 4 | 0 | 0 |
| TRUE | FAR | 1 | 0 | 0 |
| TRUE | FDA | 8 | 0 | 0 |
| TRUE | FEMA | 2 | 0 | 0 |
| TRUE | FHWA | 3 | 0 | 0 |
| TRUE | FMCSA | 1 | 2 | 67 |
| TRUE | FS | 0 | 12 | 100 |
| TRUE | FSA | 1 | 0 | 0 |
| TRUE | FTA | 1 | 0 | 0 |
| TRUE | FWS | 40 | 15 | 27 |
| TRUE | HUD | 6 | 0 | 0 |
| TRUE | IRS | 8 | 0 | 0 |
| TRUE | NOAA | 139 | 34 | 20 |
| TRUE | NPS | 10 | 2 | 17 |
| TRUE | NRC | 4 | 2 | 33 |
| TRUE | ONRR | 4 | 0 | 0 |
| TRUE | OSHA | 9 | 0 | 0 |
| TRUE | OSM | 2 | 4 | 67 |
| TRUE | PHMSA | 3 | 0 | 0 |
| TRUE | RBS | 0 | 3 | 100 |
| TRUE | RUS | 0 | 1 | 100 |
| TRUE | USCIS | 6 | 0 | 0 |
# winrate
climateFR_PR %>% count(agency, climate_comment, climate_fr) %>%
add_count(agency) %>%
filter(nn > 3) %>%
#filter(agency == "EPA") %>%
left_join(winrate) %>%
group_by(climate_fr) %>%
mutate(Climate_comment = ifelse(climate_comment, "Climate Comments", "No Climate Comments") ) %>%
ggplot() +
aes(x = n, y = Climate_comment,
fill = climate_fr,
label = ifelse(climate_fr== climate_comment, percent, NA) %>% str_c("%") ) +
geom_col(alpha = .7) +
geom_text(aes(x = `TRUE`), hjust = 0) +
facet_wrap("agency", scales = "free")+
labs(fill = "Climate in Final Rule",
x = "Proposed Rules that Did Not Address Climate",
y = "",
title = "Rates of Rule Change by Agency") +
theme(axis.ticks = element_blank(),
axis.text.x = element_text(angle = 30),
panel.grid.major.y = element_blank())
Models
m_PR_agency <- glm(climate_fr ~ climate_comment*log(comments+1) +
log(climate_comments_unique+1) + #TODO remove or transform
president +
agency,
data = climateFR_PR,
family=binomial(link="logit"))
tidy(m_PR_agency) %>% kablebox()| term | estimate | std.error | statistic | p.value |
|---|---|---|---|---|
| (Intercept) | -22.466 | 1473.601 | -0.015 | 0.988 |
| climate_commentTRUE | 3.138 | 0.239 | 13.130 | 0.000 |
| log(comments + 1) | 0.351 | 0.056 | 6.276 | 0.000 |
| log(climate_comments_unique + 1) | 0.526 | 0.094 | 5.610 | 0.000 |
| presidentObama | 0.169 | 0.240 | 0.704 | 0.482 |
| presidentTrump | -0.363 | 0.260 | -1.393 | 0.164 |
| agencyAPHIS | 16.973 | 1473.601 | 0.012 | 0.991 |
| agencyBLM | 18.157 | 1473.601 | 0.012 | 0.990 |
| agencyBOEM | 19.334 | 1473.602 | 0.013 | 0.990 |
| agencyBSEE | 17.565 | 1473.601 | 0.012 | 0.990 |
| agencyCCC | 19.211 | 1473.602 | 0.013 | 0.990 |
| agencyCMS | -1.217 | 2266.591 | -0.001 | 1.000 |
| agencyCOE | 18.167 | 1473.602 | 0.012 | 0.990 |
| agencyCSREES | 40.351 | 29269.557 | 0.001 | 0.999 |
| agencyDOE | 16.469 | 1473.602 | 0.011 | 0.991 |
| agencyDOI | 17.759 | 1473.602 | 0.012 | 0.990 |
| agencyDOL | 20.003 | 1473.602 | 0.014 | 0.989 |
| agencyEBSA | 16.590 | 1473.602 | 0.011 | 0.991 |
| agencyED | -0.756 | 2577.332 | 0.000 | 1.000 |
| agencyEERE | 17.961 | 1473.601 | 0.012 | 0.990 |
| agencyEOIR | 21.005 | 1473.602 | 0.014 | 0.989 |
| agencyEPA | 17.086 | 1473.601 | 0.012 | 0.991 |
| agencyFAA | 0.656 | 1546.724 | 0.000 | 1.000 |
| agencyFAR | -0.026 | 3180.444 | 0.000 | 1.000 |
| agencyFCIC | 0.246 | 5764.701 | 0.000 | 1.000 |
| agencyFDA | 15.982 | 1473.602 | 0.011 | 0.991 |
| agencyFEMA | 18.327 | 1473.602 | 0.012 | 0.990 |
| agencyFHWA | -1.226 | 6199.249 | 0.000 | 1.000 |
| agencyFMCSA | 18.013 | 1473.601 | 0.012 | 0.990 |
| agencyFS | 39.911 | 8385.652 | 0.005 | 0.996 |
| agencyFSA | 20.576 | 1473.601 | 0.014 | 0.989 |
| agencyFTA | -0.644 | 9014.725 | 0.000 | 1.000 |
| agencyFTC | -0.199 | 16145.019 | 0.000 | 1.000 |
| agencyFWS | 19.092 | 1473.601 | 0.013 | 0.990 |
| agencyHUD | -0.511 | 3314.469 | 0.000 | 1.000 |
| agencyIRS | -0.014 | 1912.184 | 0.000 | 1.000 |
| agencyNHTSA | 0.188 | 8469.360 | 0.000 | 1.000 |
| agencyNOAA | 17.647 | 1473.601 | 0.012 | 0.990 |
| agencyNPS | 16.692 | 1473.601 | 0.011 | 0.991 |
| agencyNRC | 16.954 | 1473.601 | 0.012 | 0.991 |
| agencyNRCS | 0.167 | 29269.556 | 0.000 | 1.000 |
| agencyONRR | -1.932 | 9007.013 | 0.000 | 1.000 |
| agencyOSHA | 17.145 | 1473.601 | 0.012 | 0.991 |
| agencyOSM | 18.122 | 1473.601 | 0.012 | 0.990 |
| agencyPHMSA | -1.104 | 4702.174 | 0.000 | 1.000 |
| agencyRBS | 19.974 | 1473.602 | 0.014 | 0.989 |
| agencyRHS | 0.418 | 8524.277 | 0.000 | 1.000 |
| agencyRUS | 18.701 | 1473.602 | 0.013 | 0.990 |
| agencyUSCIS | 16.817 | 1473.602 | 0.011 | 0.991 |
| agencyUSDA | 21.317 | 1473.602 | 0.014 | 0.988 |
| climate_commentTRUE:log(comments + 1) | -0.415 | 0.067 | -6.225 | 0.000 |
Predicted Probabilies by Agency
# climate-m-PR-agency
# A data frame of values at which to estimate probabilities:
values <- climateFR_PR %>%
tidyr::expand(climate_comment,
president = "Obama",
climate_comments_unique = median(comments) %>% round(),
comments = median(comments) %>% round(),
agency)
predicted <- broom::augment(m_PR_agency,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFR_PR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# calculate difference in probabilities
predicted %<>%
group_by(agency) %>%
mutate(diff = abs(sum(.fitted) - .fitted - .fitted)*100) %>%
mutate(diff = round(diff, 0) %>% str_pad(2, side = "left", pad = "0")) %>%
mutate(Agency = str_c(diff, "% increase at ", agency)) %>% arrange(Agency)
# As a plot
predicted %>%
arrange(.fitted) %>%
ggplot() +
aes(x = Agency, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit),
alpha = .7) +
geom_hline(yintercept = 0, linetype = 2) +
coord_flip() +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
#facet_wrap("agency", ncol = 1, scales = "free") +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
scale_y_continuous(breaks = c(0, .5,1)) +
theme(panel.grid.major.y = element_blank(),
panel.border = element_blank()) +
ylim(0,1) 
Agencies with at least 300 comments on proposed rules that did not mention climate change (i.e., agencies where at least some of the rules in this dataset saw comments) and at least 3 rules where comments raised Climate concerns (i.e., agencies where Climate is somewhat salient).
# climate-m-PR-agency-top
climateFR_PR %>% group_by(agency) %>% count(agency, agency_climate_comments,sum(comments) ) %>% kablebox()| agency | agency_climate_comments | sum(comments) | n |
|---|---|---|---|
| AMS | 203 | 14574687 | 349 |
| APHIS | 149 | 14574687 | 218 |
| BLM | 172728 | 14574687 | 12 |
| BOEM | 14 | 14574687 | 8 |
| BSEE | 1475 | 14574687 | 8 |
| CCC | 27 | 14574687 | 3 |
| CMS | 224 | 14574687 | 269 |
| COE | 180 | 14574687 | 53 |
| CSREES | 4 | 14574687 | 1 |
| DOE | 102 | 14574687 | 34 |
| DOI | 28 | 14574687 | 18 |
| DOL | 0 | 14574687 | 5 |
| EBSA | 458 | 14574687 | 40 |
| ED | 97 | 14574687 | 168 |
| EERE | 862 | 14574687 | 169 |
| EOIR | 175 | 14574687 | 2 |
| EPA | 104458 | 14574687 | 5330 |
| FAA | 35 | 14574687 | 3784 |
| FAR | 46 | 14574687 | 102 |
| FCIC | 0 | 14574687 | 27 |
| FDA | 365 | 14574687 | 110 |
| FEMA | 55 | 14574687 | 27 |
| FHWA | 704 | 14574687 | 20 |
| FMCSA | 10 | 14574687 | 36 |
| FS | 29395 | 14574687 | 12 |
| FSA | 0 | 14574687 | 6 |
| FTA | 62 | 14574687 | 10 |
| FTC | 27 | 14574687 | 3 |
| FWS | 337472 | 14574687 | 184 |
| HUD | 100 | 14574687 | 86 |
| IRS | 64 | 14574687 | 530 |
| NHTSA | 1856 | 14574687 | 12 |
| NOAA | 20704 | 14574687 | 1003 |
| NPS | 1293 | 14574687 | 45 |
| NRC | 351 | 14574687 | 174 |
| NRCS | 120 | 14574687 | 1 |
| ONRR | 84 | 14574687 | 9 |
| OSHA | 27 | 14574687 | 51 |
| OSM | 262 | 14574687 | 93 |
| PHMSA | 136 | 14574687 | 36 |
| RBS | 22 | 14574687 | 7 |
| RHS | 0 | 14574687 | 12 |
| RUS | 0 | 14574687 | 17 |
| USCIS | 243 | 14574687 | 25 |
| USDA | 5 | 14574687 | 2 |
top <- climateFR_PR %>%
group_by(agency) %>%
filter(sum(comments) >=300,
agency_climate_comments >=3) %>%
ungroup() %>%
.$agency %>%
unique()
# As a plot
predicted %>%
arrange(.fitted) %>%
filter(agency %in% top) %>%
ggplot() +
aes(x = Agency, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit),
alpha = .7) +
geom_hline(yintercept = 0, linetype = 2) +
coord_flip() +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
scale_y_continuous(breaks = c(0, .5,1)) +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = "Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
theme(panel.grid.major.y = element_blank(),
panel.border = element_blank())
A more selective subset: Agencies that have at least 500 comments on proposed rules that did not mention climate change (i.e., agencies where at least some of the rules in this dataset saw more than a few comments) and at least 50 rules where comments raised Climate concerns (i.e., agencies where Climate is somewhat salient).
# climate-m-PR-agency-toptop
# slightly more selective, requiring 100 comments
top <- climateFR_PR %>%
group_by(agency) %>%
filter(sum(comments) >=500,
agency_climate_comments >=50) %>%
ungroup() %>%
.$agency %>%
unique()
# As a plot
predicted %>%
arrange(.fitted) %>%
filter(agency %in% top) %>%
ggplot() +
aes(x = Agency, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit),
alpha = .7) +
geom_hline(yintercept = 0, linetype = 2) +
scale_y_continuous(breaks = c(0, .5,1)) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
theme(panel.grid.major.y = element_blank(),
panel.border = element_blank())
with Agency Fixed Effects
(as well as President FE)
# climate-m-PR-comments-agencyFE
# agencies with variation on DV
# climateFR_PR %<>% group_by(agency) %>% mutate(dv_var = climate_fr %>% unique() %>% length()) %>% ungroup() %>% filter(dv_var > 1)
m_PR_agencyFE <- feglm (climate_fr ~ climate_comment*log(comments+1) +
log(climate_comments_unique+1)
| president + agency, se = "twoway",
data = climateFR_PR,
family=binomial(link="logit"))
modelsummary(m_PR_agencyFE, stars = T)| Model 1 | |
|---|---|
| climate_commentTRUE | 3.138*** |
| (0.372) | |
| log(comments + 1) | 0.351*** |
| (0.090) | |
| log(climate_comments_unique + 1) | 0.526+ |
| (0.287) | |
| climate_commentTRUE × log(comments + 1) | -0.415** |
| (0.150) | |
| Num.Obs. | 7680 |
| R2 | |
| R2 Adj. | |
| R2 Within | |
| R2 Pseudo | 0.300 |
| AIC | 1627.5 |
| BIC | 1856.7 |
| Log.Lik. | -780.733 |
| Std. Errors | Two-way (president & agency) |
| FE: agency | X |
| FE: president | X |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
# A data frame of values at which to estimate probabilities:
values <- climateFR_PR %>%
tidyr::expand(comments = c(1, 10,100,1000,10000),
climate_comment,
climate_comments_unique = median(climate_comments_unique) %>% round(),
president = "Obama",
agency = "EPA")
predicted <- broom::augment(m_PR_agency,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFR_PR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
filter(comments<10001) %>%
ggplot() +
aes(x = factor(comments),
y = .fitted,
shape = Climate_comment,
color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
#scale_y_continuous(breaks = c(0, .5,1)) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
#facet_wrap("climate_comment", ncol = 1) +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "Number of Comments",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank()) 
# climate-m-PR-climatecomments-agencyFE
# A data frame of values at which to estimate probabilities:
values <- climateFR_PR %>%
tidyr::expand(climate_comments_unique = c(1, 10,100,1000, 10000),
climate_comment = TRUE,
comments = median(comments) %>% round(),
president = "Obama",
agency = "EPA") %>%
# set all comments to be Climate comments (we can't have one overall comment and 100 climate comments)
mutate(comments = climate_comments_unique)
predicted <- broom::augment(m_PR_agency,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFR_PR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
ggplot() +
aes(x = factor(climate_comments_unique),
y = .fitted,
shape = Climate_comment,
color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
#scale_y_continuous(breaks = c(0, .5,1)) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
#facet_wrap("climate_comment", ncol = 1) +
labs(y = 'Probability that "Climate Change"\nis Added to Final Rule',
x = "Number of Unique Comments\nRaising Climate Change",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank()) 
Example dockets
TODO
top_dockets <- climateFR_PR %>%
filter(agency %in% c(top, "HUD", "FRA", "DHS", "DOJ", "ED", "DOS", "BIA", "USCBP", "OSHA", "RUS" ),
climate_fr, # climate added
climate_comment) %>% # with climate comments
dplyr::select(docket_id, docket_title) %>%
distinct() %>%
pull(docket_id)
rules %>%
filter(docket_id %in% top_dockets) %>%
distinct(docket_id, docket_title, comments, climate_comments_unique) %>%
distinct() %>%
arrange(rev(docket_id)) %>%
kablebox()| docket_id | docket_title | climate_comments_unique | comments |
|---|---|---|---|
| EPA-R09-OAR-2008-0612 | State Implementation Plan Revision, Yolo Solano Air Quality Management District, Submitted January 31, 2007. | 0 | 3 |
| EPA-HQ-OEM-2015-0725 | Accidental Release Prevention Requirements: Risk Management Programs Under the Clean Air Act; Further Delay of Effective Date | 40 | 77329 |
| RUS-12-ELECTRIC-0002 | Energy Efficiency and Conservation Loan Program | 0 | 64 |
| OSM-2010-0018 | Stream Protection Rule | 65 | 94333 |
| OSM-2007-0007 | Excess Spoil, Coal Mine Waste, and Buffers for Waters of the United States | 16 | 3666 |
| NRC-2008-0608 | Environmental Effect of Renewing the Operating License of a Nuclear Power Plant | 10 | 19 |
| NRC-2008-0482 | Waste Confidence Decision Update | 5 | 158 |
| NPS-2008-0005 | National Park Service Special Regulations, Winter Use | 5 | 946 |
| NPS-2007-0126 | Special Regulations; Areas of the National Park System | 0 | 29 |
| NOAA-NOS-2013-0091 | Re-establishing the Sanctuary Nomination Process | 6 | 17932 |
| NOAA-NOS-2012-0228 | Boundary Expansion of Cordell Bank and Gulf of the Farallones National Marine Sanctuaries; Intent to Prepare Draft Environmental Impact Statement; Scoping Meetings | 13 | 437 |
| NOAA-NOS-2012-0113 | Gulf of the Farallones and Monterey Bay National Marine Sanctuaries Regulations on Introduced Species | 2 | 18 |
| NOAA-NOS-2011-0243 | Expansion of Fagatele Bay National Marine Sanctuary, Regulatory Changes, and Sanctuary Name Change | 7 | 217 |
| NOAA-NOS-2010-0208 | Flower Garden Banks National Marine Sanctuary Regulations | 0 | 89 |
| NOAA-NMFS-2020-0055 | Taking Marine Mammals Incidental to the U.S. Navy Training and Testing Activities in the Northwest Training and Testing (NWTT) Study Area | 4 | 1639 |
| NOAA-NMFS-2018-0037 | Taking and Importing Marine Mammals; Taking Marine Mammals Incidental to the U.S. Navy Training and Testing Activities in the Atlantic Fleet Training and Testing Study Area | 2 | 28 |
| NOAA-NMFS-2018-0035 | Pelagic Longline Bluefin Tuna Area-Based and Weak Hook Management | 4 | 11460 |
| NOAA-NMFS-2017-0013 | Mid-Atlantic Unmanaged Forage Fish Omnibus Amendment | 3 | 26 |
| NOAA-NMFS-2016-0120 | Amendment 26 to the Fishery Management Plan for Coastal Migratory Pelagic Fishery of the Gulf of Mexico and Atlantic | 0 | 22 |
| NOAA-NMFS-2016-0082 | Response to a petition to list the blackchin guitarfish (Rhinobatos cemiculus) and common guitarfish (Rhinobatos rhinobatos) under the Endangered Species Act (ESA) | 0 | 7 |
| NOAA-NMFS-2016-0050 | Specification of Management Measures for Atlantic Herring for the 2016-2018 Fishing Years | 5 | 33 |
| NOAA-NMFS-2016-0008 | Takes of Marine Mammals Incidental to Specified Activities: U.S. Navy Training Activities in the Gulf of Alaska Temporary Maritime Activities Area | 9 | 23 |
| NOAA-NMFS-2015-0161 | Response to a Petition to List 7 Foreign Species of Elasmobranchs as Threatened or Endangered Under the Endangered Species Act | 2 | 3 |
| NOAA-NMFS-2015-0140 | Pacific Island Pelagic Fisheries; 2016 U.S. Territorial Longline Bigeye Tuna Catch Limits | 2 | 5 |
| NOAA-NMFS-2015-0123 | Comprehensive Ecosystem-Based Amendment 1: Fishery Management Plan Amendments to Protect Unfished Forage Fish Species | 3 | 53 |
| NOAA-NMFS-2014-0127 | Amendment to the Atlantic Large Whale Take Reduction Plan | 0 | 13 |
| NOAA-NMFS-2013-0172 | 2014 Atlantic Mackerel, Squid, and Butterfish Specifications | 0 | 101 |
| NOAA-NMFS-2013-0105 | Proposed Designation of Critical Habitat for the Distinct Population Segments of Yelloweye Rockfish, Canary Rockfish, and Bocaccio | 0 | 6 |
| NOAA-NMFS-2013-0095 | Amendment to the Atlantic Large Whale Take Reduction Plan | 5 | 533 |
| NOAA-NMFS-2013-0084 | Measures to Allow Northeast Multispecies Sector Vessels Access to Year Round Closed Areas | 8 | 48 |
| NOAA-NMFS-2013-0070 | Atlantic Highly Migratory Species; Atlantic Shark Management Measures; Proposed Amendment 5b | 3 | 45 |
| NOAA-NMFS-2012-0224 | Designation of Critical Habitat for Lower Columbia River Coho Salmon and Puget Sound Steelhead | 3 | 24 |
| NOAA-NMFS-2012-0178 | Pacific Island Fisheries; Territorial Catch and Effort Limits | 5 | 9 |
| NOAA-NMFS-2012-0154 | Endangered and Threatened Wildlife: Response to a Petition to Identify Green Sea Turtle Distinct Population Segments under the Endangered Species Act | 77 | 88 |
| APHIS-2006-0041 | Bovine Spongiform Encephalopathy; Minimal-Risk Regions; Importation of Live Bovines and Products Derived from Bovines Commodities | 0 | 405 |
| NOAA-NMFS-2012-0151 | Fisheries of the Exclusive Economic Zone Off Alaska; Groundfish of the Gulf of Alaska; Amendment 95 to the Fishery Management Plan for Groundfish | 3 | 29 |
| NOAA-NMFS-2012-0068 | Hawaii Shallow-set Longline Fishery; Revised Limits on Sea Turtle Interactions | 3 | 97 |
| NOAA-NMFS-2009-0040 | Fisheries in the Western Pacific; Pelagic Fisheries; Hawaii-based Shallow-set Longline Fishery | 9 | 1541 |
| NOAA-NMFS-2009-0001 | NMFS proposes a rule to set the 2009–2010 harvest specifications and management measures for groundfish taken in the U.S. exclusive economic zone (EEZ) off the coasts of Washington, Oregon, and California and to revise rebuilding plans for four of the seven overfished rockfish species. | 0 | 7 |
| NOAA-NMFS-2008-0096 | Magnuson-Stevens Act Provisions; Annual Catch Limits; National Standard Guidelines | 6 | 181892 |
| FWS-R9-MB-2011-0054 | Changes in the Regulations Governing Eagle Permitting | 13 | 139 |
| FWS-R7-NWRS-2014-0005 | Non-subsistence Take of Wildlife, and Public Participation and Closure Procedures, on National Wildlife Refuges in Alaska | 1489 | 48517 |
| FWS-R7-ES-2012-0009 | Special Rule for the Polar Bear | 15 | 26 |
| FWS-R6-ES-2017-0089 | Endangered and Threatened Wildlife and Plants; Seeking public comment on effects of court decision and recovery approach for grizzly bear (Ursus arctos horribilis) in areas of the conterminous United States (lower 48). | 48 | 3642 |
| FWS-R6-ES-2008-0008 | Designating the Northern Rocky Mountain Population of Gray Wolf as a Distinct Population Segment and Removing This Distinct Population Segment From the Federal List of Endangered and Threatened Wildlife | 28 | 88159 |
| FWS-R2-ES-2015-0028 | Petition to Remove the Hualapai Mexican Vole from the Federal List of Endangered and Threatened Wildlife | 2 | 6 |
| FWS-R2-ES-2008-0080 | Delisting determination for Concho watersnake | 0 | 34 |
| FWS-R2-ES-2008-0025 | Delisting Determination for the Brown Pelican | 0 | 26 |
| FWS-HQ-NWRS-2020-0013 | 2020–2021 Station-Specific Hunting and Sport Fishing Regulations | 97 | 3177 |
| FWS-HQ-MB-2017-0028 | Migratory Bird Hunting; Proposed 2017–18 Migratory Game Bird Hunting Regulations | 9 | 221 |
| FWS-HQ-ES-2020-0047 | Endangered and Threatened Wildlife and Plants; Regulations for Listing Endangered and Threatened Species and Designating Critical Habitat | 10390 | 167872 |
| FWS-HQ-ES-2018-0009 | Revision of Regulations for Interagency Cooperation | 35911 | 65586 |
| FWS-HQ-ES-2018-0006 | Revision of the Regulations for Listing Species and Designating Critical Habitat | 35488 | 65767 |
| FWS-HQ-ES-2016-0076 | Petition To List 5 Sri Lankan Tarantula Species in the as Endangered or Threatened | 4 | 118 |
| FWS-HQ-ES-2015-0016 | Revisions to the Regulations for Petitions | 16 | 279 |
| FS-2019-0010 | National Environmental Policy Act Compliance - Proposed Rule | 782 | 43430 |
| FS_FRDOC_0001 | Recently Posted FS Rules and Notices. | 11 | 367 |
| EPA-R10-OAR-2018-0238 | Air Plan Approval; Oregon: Lane County Permitting and General Rule Revisions | 0 | 2 |
| EPA-R09-OAR-2019-0393 | Approval and Promulgation of State Plans for Designated Facilities and Pollutants; California; Control of Emissions from Existing Municipal Solid Waste Landfills | 0 | 1 |
| EPA-R09-OAR-2019-0051 | Approval of Air Quality Implementation Plans; California; South Coast Air Basin; 1-Hour and 8-Hour Ozone Nonattainment Area Requirements | 3 | 8 |
| EPA-R09-OAR-2018-0080 | Revisions to California State Implementation Plan; Bay Area Air Quality Management District; Stationary Sources; New Source Review | 2 | 17 |
| EPA-R09-OAR-2017-0760 | Revisions to the California State Implementation Plan; Antelope Valley Air Quality Management District (AVAQMD) | 0 | 6 |
| EPA-R09-OAR-2017-0661 | Approval of Arizona Air Plan Revisions; Hayden and Miami Areas; Lead and Sulfur Dioxide - Copper Smelters | 3 | 15 |
| EPA-R09-OAR-2015-0204 | Approval and Promulgation of Implementation Plans; California; South Coast Moderate Area Plan for the 2006 PM2.5 NAAQS | 5 | 24 |
| EPA-R09-OAR-2013-0009 | Approval of Air Quality Implementation Plans; Navajo Nation; Regional Haze Requirements for Navajo Generating Station | 26 | 223 |
| EPA-R09-OAR-2012-0345 | “State of Hawaii; Regional Haze Federal Implementation Plan” | 0 | 25 |
| EPA-R09-OAR-2012-0021 | Approval and Promulgation of Implementation Plans; Arizona; Regional Haze State Implementation Plan: FIP | 6 | 140 |
| EPA-R09-OAR-2010-0683 | Source Specific Federal Implementation Plan for Implementing Best Available Retrofit Technology for Four Corners Power Plant: Navajo Nation | 2 | 123 |
| EPA-R09-OAR-2009-0366 | CA: South Coast FINAL 2007 Air Quality Management Plan | 2 | 21 |
| EPA-R09-OAR-2008-0612 | Disapproval of State Implementation Plan Revision, Yolo Solano Air Quality Management District, Submitted January 31, 2007. | 0 | 3 |
| EPA-R08-OAR-2019-0047 | MT Regional Haze 5 Year Progress Report | 0 | 3 |
| EPA-R08-OAR-2012-0479 | Approval and Promulgation of Federal Implementation Plan for Oil and Natural Gas Well Production Facilities; Fort Berthold Indian Reservation (Mandan, Hidatsa, and Arikara Nations), North Dakota | 3 | 12 |
| EPA-R08-OAR-2012-0026 | Approval and Promulgation of Implementation Plans; State of Wyoming; Regional Haze State Implementation Plan. | 12 | 22644 |
| EPA-R08-OAR-2011-0851 | Approval and Promulgation of Implementation Plans; State of Montana; State Implementation Plan and Regional Haze Federal Implementation Plan | 6 | 45949 |
| EPA-R07-OAR-2019-0532 | Air Plan Approval; Iowa, Kansas, Missouri, Nebraska and Approval of Operating Permit Program for Iowa and Nebraska; Definition of Chemical Process Plants under State Prevention of Significant Deterioration Regulations and Operating Permit Programs | 0 | 2 |
| EPA-R06-RCRA-2017-0556 | Hazardous Waste Management System; Identification and Listing of Hazardous Waste; Blanchard Galveston Bay Refinery, Texas City, Texas | 3 | 15 |
| APHIS-2006-0011 | Importation of Plants for Planting; Establishing a Category of Plants for Planting Not Authorized for Importation Pending Pest Risk Analysis | 11 | 262 |
| EPA-R06-RCRA-2017-0324 | Oklahoma Authorization of State Hazardous Waste Management Program Revision | 0 | 5 |
| EPA-R06-OAR-2019-0043 | TX214 Texas Revisions to 30 TAC Chapter 116, Control of Air Pollution by Permits for New Construction or Modification, RE: Update to Applicable Requirements for New Source Review, Texas Project 2018-003-116-AI, submitted to EPA February 22, 2019 (TX-419, 6-90) | 0 | 4 |
| EPA-R06-OAR-2017-0052 | OK027 Oklahoma; Interstate Transport Requirements for the 2012 PM-2.5 National Ambient Air Quality Standards | 2 | 3 |
| EPA-R06-OAR-2014-0214 | NM064 New Mexico State; Regional Haze and Interstate Transport Affecting Visibility State Implementation Plan Revisions; Withdrawal of Federal Implementation Plan for the San Juan Generating Station | 4 | 11 |
| EPA-R06-OAR-2010-0846 | NM041 Federal Implementation for Interstate Transport of Pollution Affecting Visibility and Best Available Retrofit Technology Determination; New Mexico | 4 | 103 |
| EPA-R06-OAR-2010-0190 | OK011 Oklahoma Regional Haze State Implementation Plan, Federal Implementation Plan for Interstate Transport of Pollution Affecting Visibility, and Best Available Retrofit Technology Determinations (OK-34) | 3 | 85 |
| EPA-R05-OAR-2020-0055 | 110 (k)(6) Removal of Ohio Nuisance Provision (3745-15-07) | 3 | 211 |
| EPA-R05-OAR-2015-0196 | Minnesota and Michigan Revised Taconite FIP | 7 | 25 |
| EPA-R05-OAR-2010-0954 | Michigan Regional Haze plan | 6 | 21 |
| EPA-R05-OAR-2010-0037 | Minnesota Regional Haze SIP | 7 | 950 |
| EPA-R05-OAR-2009-0666 | Chicago 8-hour Ozone Redesignation | 0 | 1 |
| EPA-R04-OAR-2018-0432 | NOx Rules - 2D .1400 regulations | 2 | 4 |
| EPA-R04-OAR-2016-0583 | Atlanta Redesignation and Maintenance 2008 8-hour Ozone | 0 | 1 |
| EPA-R04-OAR-2015-0275 | North Carolina, Charlotte-Rock Hill, 2008 8-Hour Ozone Redesignation Request | 0 | 2 |
| EPA-R04-OAR-2014-0795 | North Carolina; 2008 8-hour Ozone 110(a)(1) and (2) Infrastructure Requirements | 0 | 1 |
| EPA-R04-OAR-2012-0986 | Atlanta, Georgia 1997 8-Hour Ozone Redesignation and Maintenance Plan | 0 | 1 |
| EPA-R04-OAR-2009-0783 | Kentucky Regional Haze | 0 | 3 |
| EPA-R04-OAR-2007-1186 | KY Multi County 110(a)(1) Ozone Maintenance Plans | 2 | 3 |
| EPA-R03-OAR-2019-0552 | District of Columbia; Negative Declaration for the Oil and Gas Control Techniques Guideline | 0 | 5 |
| EPA-R03-OAR-2018-0277 | Pennsylvania; Removal of Gasoline Volatility Requirements for the Pittsburgh-Beaver Valley Area | 0 | 5 |
| EPA-R03-OAR-2017-0342 | Pennsylvania - RACT Emissions Limits for Light-Duty Truck Assembly Coating Operations and Heavier Vehicle Coating | 2 | 4 |
| EPA-R03-OAR-2017-0337 | Virginia - Interstate Transport Requirements for the 2012 Fine Particulate Matter Standard | 0 | 2 |
| EPA-R03-OAR-2016-0309 | Maryland - Approval and Promulgation of Air Quality Implementation Plans; Maryland: Reasonably Available Control Technology for Cement Kilns, Revisions to Portland Cement Manufacturing Plant and Natural Gas Compression Station Regulations, and Removal of Nitrogen Oxides Reduction and Trading Program Replaced by Other Programs and Regulations | 0 | 2 |
# final rule text where the pr did not address climate
climateFR %>%
filter(docket_id %in% climateFR_PR$docket_id,
docket_id %in% climatecomments$docket_id) %>% # Climate not in PR
distinct(docket_id, title, summary) %>%
arrange(desc(docket_id)) %>%
kablebox()| title | docket_id | summary |
|---|---|---|
| Energy Efficiency and Conservation Loan Program | RUS-12-ELECTRIC-0002 | Service will make 250 million available to support energy efficiency as indicated in the President s climate change action plan. Service will make 250 million available to support energy efficiency as indicated in the Presidents climate change action plan. |
| Advanced Biofuel Payment Program | RBS-10-BUSINESS-0010 | Finally, the House of Representatives, in an amendment to the Waxman Markey Climate Change Bill H.R |
| Biorefinery Assistance Guaranteed Loans | RBS-10-BUSINESS-0009 | Green job creation, reduced dependence on foreign oil and reaching climate change reduction goals all Given the need to address climate change, awarding points is a practical step in fostering development |
| Repowering Assistance Payments to Eligible Biorefineries | RBS-10-BUSINESS-0008 | U.S. clean tech sector will need 10 trillion of capital in the next ten years if we expect to reach climate change goals. |
| Stream Protection Rule | OSM-2010-0018 | Agreement made at the 21st Conference of the Parties of the United Nations Framework Convention on Climate Change. reduces the total amount of carbon present in the atmosphere and mitigates the adverse effects of climate change. |
| Excess Spoil, Coal Mine Waste, and Buffers for Perennial and Intermittent Streams | OSM-2007-0007 | Mining and Use of Coal as a Power Source Because of the Role That the Combustion of Coal Plays in Climate Change B. electricity, expressing concern about its role in climate change. However, regulations adopted under SMCRA are not the appropriate venue to address climate change issues change from greenhouse gas emissions like carbon dioxide. |
| Revisions to Environmental Review for Renewal of Nuclear Power Plant Operating Licenses | NRC-2008-0608 | Greenhouse gas emissions and climate change. Several commenters discussed the need to include a discussion of the effects of climate change on plant change. of GHG emissions and global climate change, has been added to the final revised GEIS. The final rule was not revised to include any reference to GHG emissions or climate change. |
| Waste Confidence Decision Update | NRC-2008-0482 | Based on the NRC s activities related to climate change, and the relatively slow rate of this change Based on the models discussed in the NAS study Potential Impact of Climate Change on U.S. Climate Change. Church et al., Climate Change 2001 Impacts, Adaptation, and Vulnerability, Intergovernmental Panel on Climate Change, 642 2001 . |
| Special Regulations; Areas of the National Park System | NPS-2008-0005 | Comment There are resources that the NPS needed to further analyze such as subnivian fauna and climate change. air quality within the park stresses wildlife, deteriorates visitor experience, and contributes to climate change. |
| Special Regulations; Areas of the National Park System | NPS-2007-0126 | Comment The use of snowmobiles results in a waste of resources and contributes to climate change. change. change on winter activities in the parks. Response The NPS addressed climate change in Section 1.5 of the FEIS. Climate change may affect winter precipitation patterns and amounts in the parks, but it would be speculative |
| Re-Establishing the Sanctuary Nomination Processes | NOAA-NOS-2013-0091 | support of new national marine sanctuaries, including general environmental protection, management of climate change, enhancing the value of coastal and ocean economies through recreation and tourism, and the |
| Boundary Expansions: Gulf of the Farallones and Cordell Bank National Marine Sanctuaries; Regulatory Changes | NOAA-NOS-2012-0228 | Air Quality and Climate Change Climate Change Benefits on Wildlife Comment NOAA should better describe the proposed action s potential benefits to wildlife from reducing the effects of climate change. Although it is likely these benefits would help offset impacts of climate change on wildlife, the extent Text has been added to the FEIS to note potential benefits related to offsetting climate change impacts Comment With the expansion of the sanctuaries, NOAA should conduct more research on climate change |
| Introduced Species: Gulf of the Farallones and Monterey Bay National Marine Sanctuaries | NOAA-NOS-2012-0113 | Species May Become Invasive Over Time Due to Climate Change 20. invasive in other environments and situations, and may become invasive in California under global climate change scenarios where warmer waters allow unassisted reproduction. Response NOAA is also concerned about how climate change will impact introduced species aquaculture |
| Expansion of Fagatele Bay National Marine Sanctuary, Regulatory Changes, and Sanctuary Name Change | NOAA-NOS-2011-0243 | Change, Cultural Heritage and Community Engagement, and Marine Conservation and Science. change are less likely or take much longer to recover. change; and e emergency response. change. Change, e Ocean Literacy, f Marine Debris, and g Site Expansion. |
| Flower Garden Banks National Marine Sanctuary | NOAA-NOS-2010-0208 | Climate change is the biggest threat to sanctuary resources. NOAA recognizes that climate change is a potential threat to sanctuary resources. In addition, NOAA will develop a climate change site scenario and climate change action plan for FGBNMS |
| Taking and Importing Marine Mammals: Incidental to the Navy Training and Testing Activities in the Northwest Training and Testing Study Area | NOAA-NMFS-2020-0055 | change in exacerbating anticipated impacts of Naval activities. change are considered in the baseline of the status of marine mammal stocks in the rule, and further NMFS acknowledges that climate change is impacting the marine environment in ways that could change change. change. |
| Takes of Marine Mammals Incidental to Specified Activities: U.S. Navy Training and Testing Activities in the Atlantic Fleet Training and Testing Study Area | NOAA-NMFS-2018-0037 | proposed action when added to other past, present, and future actions as well as the effects of climate change , against the appropriate resources and regulatory baselines. |
| Atlantic Highly Migratory Species: Atlantic Bluefin Tuna Fisheries; Pelagic Longline Fishery Management | NOAA-NMFS-2018-0035 | NMFS also received comments that the Cape Hatteras Gear Restricted Area should be maintained because climate change may shift the location of future bluefin spawning into this area. NMFS agrees that climate change may substantially alter the spatial distribution of the life stages |
| Final Rule to Implement the Mid-Atlantic Unmanaged Forage Omnibus Amendment | NOAA-NMFS-2017-0013 | Comment 3 Two individuals were concerned that climate change, including ocean acidification, will Response Recent NMFS studies recognize that certain species are more vulnerable than others to climate change and associated effects to habitat. While stock assessments and management measures can consider the impacts of climate change, NMFS is This analysis considers the impacts of non fishing activities such as climate change, point and non point |
| Fisheries of the Caribbean, Gulf of Mexico, and South Atlantic: Coastal Migratory Pelagic Resources in Gulf of Mexico and Atlantic Region; Amendment 26 | NOAA-NMFS-2016-0120 | line for the Gulf and Atlantic migratory groups of king mackerel does not include discussion of how climate change may impact this mixing zone. Response During the 2014 stock assessment SEDAR 38 , the impact of climate change on the distribution |
| Endangered and Threatened Species: Listing of Two Guitarfishes as Threatened under Endangered Species Act | NOAA-NMFS-2016-0082 | This commenter also asserted that, in our Page 6311 discussion about the threat of climate change Specifically regarding climate change, Akyol and Capapeacute 2014 and Rafrafi Nouira et al. 2015 |
| Fisheries of the Northeastern United States: Atlantic Herring Fishery; Specification of Management Measures for 2016-2018 Fishing Years | NOAA-NMFS-2016-0050 | biological impacts on river herring and shad are influenced by fishing activity, environmental factors, climate change, restoration efforts, and other factors. |
| Takes of Marine Mammals Incidental to Specified Activities: U.S. Navy Training Activities in Gulf of Alaska Temporary Maritime Activities Area | NOAA-NMFS-2016-0008 | While climate change may result in changes in the distribution of marine mammals, it is currently not reasonably determine what hypothetical future marine mammal distributions may look like as a result of climate change or otherwise factor such changes into an analysis of resulting potential effects and impacts |
| Endangered and Threatened Species: Final Rule to List 6 Foreign Species of Elasmobranchs Under the Endangered Species Act | NOAA-NMFS-2015-0161 | and, in particular, increasing threats to mangrove habitat as a result of rising sea levels due to climate change, increasing human populations in coastal areas, and increasing mariculture activities near mangroves |
| Pacific Island Pelagic Fisheries: 2016 U.S. Territorial Longline Bigeye Tuna Catch Limits | NOAA-NMFS-2015-0140 | benefit target and non target fish stocks, promote productive fisheries outside the PMNM, and combat climate change. |
| Fisheries Off West Coast States: Comprehensive Ecosystem-Based Amendment 1; Amendments to the Fishery Management Plans for Coastal Pelagic Species, Pacific Coast Groundfish, U.S. West Coast Highly Migratory Species, and Pacific Coast Salmon | NOAA-NMFS-2015-0123 | Finally, the organization noted that climate change could bring shifts in the composition of species |
| Taking of Marine Mammals Incidental to Commercial Fishing Operations and Atlantic Coastal Fisheries Cooperative Management Act Provisions: American Lobster Fishery | NOAA-NMFS-2014-0127 | Comment 6 One commenter was concerned that there seems to be a lack of policies for addressing climate change through adaptive management when protecting right whales. Plan and should NMFS discover that conservation measures are no longer appropriate as a result of climate change and shifting baselines, we have the ability to make changes to the measures. |
| Fisheries of the Northeastern United States: Atlantic Mackerel, Squid, and Butterfish Fisheries; Specifications and Management Measures | NOAA-NMFS-2013-0172 | produced from ongoing research, including genetic analyses, ocean migration pattern research, and climate change impact studies, to assess whether recent reports showing higher river herring counts in the |
| Endangered and Threatened Species: Puget Sound/Georgia Basin Distinct Population Segments of Yelloweye Rockfish, Canary Rockfish and Bocaccio; Designation of Critical Habitat | NOAA-NMFS-2013-0105 | artificial habitats; 9 research activities; 10 aquaculture, and; 11 activities that lead to global climate change and ocean acidification. |
| Taking of Marine Mammals Incidental to Commercial Fishing Operations: Atlantic Large Whale Take Reduction Plan Regulations | NOAA-NMFS-2013-0095 | proposed regulations should consider the shifting baseline in the marine food chain as a result of climate change and eutrophication, stating that right whale prey distribution is changing in time and place |
| Fisheries of the Northeastern United States: Northeast Multispecies Fishery; Year-Round Access for Northeast Multispecies Sector Vessels to Closed Areas | NOAA-NMFS-2013-0084 | helpful during times of such unknowns as retrospective patterns in stock assessments and the effect of climate changes. continue to struggle to rebuild for a variety of reasons, including poor recruitment and possibly climate change. |
| Atlantic Highly Migratory Species: Atlantic Shark Management Measures; Final Amendment 5b | NOAA-NMFS-2013-0070 | dusky shark catches; flaws in some fishery independent surveys to account for range shifts due to climate change and other factors; and continuing problems in species identification. will be examined periodically, and if the dusky shark s range expands northward e.g., as a result of climate change or as result of the species rebuilding , the boundary line may be moved in a future regulatory |
| Endangered and Threatened Species: Designation of Critical Habitat for Lower Columbia River Coho Salmon and Puget Sound Steelhead | NOAA-NMFS-2012-0224 | Climate Change Comment 17 One commenter believed that we should more thoroughly consider and address For example, a recent paper by Wade et al. 2015 models steelhead vulnerability to climate change and Similarly, a recent report on climate change in Puget Sound Climate Impacts Group, 2015 project that While the overall impacts of climate change on salmon and steelhead are expected to be negative, the We will continue to monitor climate change information relevant to Puget Sound steelhead as well as |
| Final CHD for LCR Coho & PS Steelhead 2-24-2016 | NOAA-NMFS-2012-0224 | Climate Change Comment 17 One commenter believed that we should more thoroughly consider and address For example, a recent paper by Wade et al. 2015 models steelhead vulnerability to climate change Similarly, a recent report on climate change in Puget Sound Climate Impacts Group, 2015 project While the overall impacts of climate change on salmon and steelhead are expected to be negative, the We will continue to monitor climate change information relevant to Puget Sound steelhead as well as |
| Western Pacific Pelagic Fisheries: U.S. Territorial Catch and Fishing Effort Limits | NOAA-NMFS-2012-0178 | Response NMFS and the Council addressed climate change, as well as Page 64101 other cumulative Climate change impacts on marine ecosystem processes are not well understood. It is particularly challenging to accurately predict climate change effects associated with actions |
| Endangered and Threatened Species: Eleven Distinct Population Segments of the Green Sea Turtle (Chelonia mydas); Listing and Revision of Current Listings | NOAA-NMFS-2012-0154 | Comment 8 We received many comments on climate change. change is occurring and the direction of impacts from climate change. Nesting beaches are likely to be impacted by climate change. of climate change. In addition, climate change impacts threaten the DPS. change. change. change. Change, International Panel on Climate Change, Geneva IUCN 2012 IUCN Red List Categories and Criteria Marine Ecology 36 506 516 Santos KC, Livesey M, Fish M, Lorences AC 2015a Climate change implications |
| Fisheries of the Exclusive Economic Zone Off Alaska: Groundfish of the Gulf of Alaska, Amendment 95 to the Fishery Management Plan for Groundfish | NOAA-NMFS-2012-0151 |
Comment 11 Climate change and ocean acidification effects warrant a precautionary approach to halibut NMFS should consider climate change as an important factor that warrants a more precautionary approach Response NMFS did consider the potential effects of climate change in Sections 3.7 and 3.8.2 of the Section 3.8.2 of the Analysis notes that long term climate change and regime shifts could have impacts Notwithstanding this information, the extent to which climate change impacts halibut stocks is uncertain </td> </tr> <tr> <td style="text-align:left;"> Western Pacific Pelagic Fisheries: Revised Limits on Sea Turtle Interactions in Hawaii Shallow-set Longline Fishery </td> <td style="text-align:left;"> NOAA-NMFS-2012-0068 </td> <td style="text-align:left;"> Removing more sea turtles from shrinking populations that face growing threats from climate change and Recent studies highlight the serious threats future climate change poses to endangered turtles, threats Papers referenced by the commenters regarding Eastern Pacific leatherbacks only evaluate land based climate change effects, such as sand temperature on hatchlings, which is why they could project out to 2100 </td> </tr> <tr> <td style="text-align:left;"> International Fisheries Regulations; Fisheries in the Western Pacific; Pelagic Fisheries; Hawaii-based Shallow-set Longline Fishery </td> <td style="text-align:left;"> NOAA-NMFS-2009-0040 </td> <td style="text-align:left;"> change, and marine debris. Increases in loggerhead mortality may occur due to future worsening climate change and increasing fishing change, pollution, marine debris, and entanglement. Comment 80 Consideration was inadequate of cumulative impacts e.g., climate change, collisions with However, since the extent of climate change, and increases in fishing, ship traffic, and marine debris </td> </tr> <tr> <td style="text-align:left;"> Magnuson-Stevens Act Provisions: Fisheries off West Coast States; Pacific Coast Groundfish Fishery; 2009-2010 Biennial Specifications and Management Measures </td> <td style="text-align:left;"> NOAA-NMFS-2009-0001 </td> <td style="text-align:left;"> change and ocean acidification bring. Response NMFS agrees there are great challenges and uncertainties associated with climate change and Potential long term changes to marine ecosystems brought about by climate change and ocean acidification Pacific Decadal Oscillation , and ongoing global climate change have implications for marine habitats Scientific evidence strongly suggests that global climate change is already altering marine ecosystems </td> </tr> <tr> <td style="text-align:left;"> Magnuson-Stevens Act Provisions: Annual Catch Limits; National Standard Guidelines </td> <td style="text-align:left;"> NOAA-NMFS-2008-0096 </td> <td style="text-align:left;"> The comments stated that, in a time of anthropogenic climate change, stock dynamics are likely to change </td> </tr> <tr> <td style="text-align:left;"> Eagle Permits: Changes in the Regulations Governing Eagle Permitting </td> <td style="text-align:left;"> FWS-R9-MB-2011-0054 </td> <td style="text-align:left;"> rapidly, particularly relative to the slow response time of government and particularly in light of climate change. Comment Even though wind power may ultimately be an important element for avoiding climate change, </td> </tr> <tr> <td style="text-align:left;"> Non-Subsistence Take of Wildlife, and Public Participation and Closure Procedures, on National Wildlife Refuges in Alaska </td> <td style="text-align:left;"> FWS-R7-NWRS-2014-0005 </td> <td style="text-align:left;"> or wintering; potential for introduction of disease; human caused habitat impacts such as fire or climate change; barriers to movement; and other factors. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants: Special Rule for the Polar Bear Under Section 4(d) of the Endangered Species Act </td> <td style="text-align:left;"> FWS-R7-ES-2012-0009 </td> <td style="text-align:left;"> change. change. While GHG emissions are clearly contributing to that climate change, comprehensive authority to regulate The challenge posed by climate change and its ultimate solution is much broader. The Service is working in other arenas to address the effects of climate change on polar bears. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants; Review of 2017 Final Rule, Greater Yellowstone Ecosystem Grizzly Bears </td> <td style="text-align:left;"> FWS-R6-ES-2017-0089 </td> <td style="text-align:left;"> threats specific to isolated and small populations, including genetic health, changes in food resources, climate change, and catastrophic events 82 FR 30533 44, June 30, 2017 . Climate change may result in a number of changes to grizzly bear habitat, denning times, shifts in the We concluded in the Final Rule that climate change is unlikely to pose a threat to the GYE DPS 82 </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants; Final Rule Designating the Northern Rocky Mountain Population of Gray Wolf as a Distinct Population Segment and Removing This Distinct Population Segment From the Federal List of Endangered and Threatened Wildlife </td> <td style="text-align:left;"> FWS-R6-ES-2008-0008 </td> <td style="text-align:left;"> we should have considered the risk to the wolf population from catastrophic events such as fire, climate change, drought, disease, and stochastic events. evaluation of habitat modification, diseases and parasites, human harassment and killing, genetic risks, climate change, and human attitudes. A number of threats to habitat are examined including climate change, increased human populations and </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants: Identifying the Northern Rocky Mountain Population of Gray Wolf as a Distinct Population Segment, etc. </td> <td style="text-align:left;"> FWS-R6-ES-2008-0008 </td> <td style="text-align:left;"> we should have considered the risk to the wolf population from catastrophic events such as fire, climate change, drought, disease, and stochastic events. evaluation of habitat modification, diseases and parasites, human harassment and killing, genetic risks, climate change, and human attitudes. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removal of the Hualapai Mexican Vole from the Federal List </td> <td style="text-align:left;"> FWS-R2-ES-2015-0028 </td> <td style="text-align:left;"> the ability of the species to adapt over time to long term changes in the environment for example, climate changes ; and the ability of the species to withstand catastrophic events for example, droughts, hurricanes </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants: Removal of the Concho Water Snake From the Federal List and Removal of Designated Critical Habitat </td> <td style="text-align:left;"> FWS-R2-ES-2008-0080 </td> <td style="text-align:left;"> Given the fairly well documented climate change that is now occurring, which may influence the lengths However, we revised our discussion of threats related to drought and climate change in this final rule Due to water management and climate change, future droughts could be more severe than the historical An evaluation of the hydrological impacts of climate change on the annual runoff and its seasonality In addition, all climate change modeling has inherently large uncertainties due to the incorporation </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants; Removal of the Brown Pelican (Pelecanus occidentalis) From the Federal List of Endangered and Threatened Wildlife </td> <td style="text-align:left;"> FWS-R2-ES-2008-0025 </td> <td style="text-align:left;"> Response The Intergovernmental Panel on Climate Change IPCC concluded that warming of the climate Climate Change Science Program CCSP 2008, p. 5 . Thus, it is possible that increased ocean temperatures, which may result from climate change, could Climate Change The Intergovernmental Panel on Climate Change IPCC concluded that warming of the The brown pelican does not meet the profile of a species most susceptible to climate change. </td> </tr> <tr> <td style="text-align:left;"> 2020-2021 Station-Specific Hunting and Sport Fishing Regulations </td> <td style="text-align:left;"> FWS-HQ-NWRS-2020-0013 </td> <td style="text-align:left;"> Comment 26 A number of commenters mentioned climate change, as a general environmental issue, as that we did not fully consider the impacts of this rule in the context of the separate impacts of climate change on fish, wildlife, and other refuge resources in our cumulative impacts report. Our Response The Service considers the impacts of climate change on the management of wildlife and change. </td> </tr> <tr> <td style="text-align:left;"> Migratory Bird Hunting: Final Frameworks for Migratory Bird Hunting Regulations </td> <td style="text-align:left;"> FWS-HQ-MB-2017-0028 </td> <td style="text-align:left;"> commenters noted the lack of habitat information particularly human caused losses , biodiversity, and climate change discussion in the proposals. Regarding habitat information, biodiversity, and climate change, we note that there is an extensive </td> </tr> <tr> <td style="text-align:left;"> Endangeredand Threatened Species: Regulations for Listing Endangered and Threatened Species and Designating Critical Habitat </td> <td style="text-align:left;"> FWS-HQ-ES-2020-0047 </td> <td style="text-align:left;"> change, to the point that they can support the species. Additionally, other commenters noted that the effects of climate change may make some current habitat current conditions, not on the expected future ability of an area to become habitat as a result of climate change. We recognize that, due to varying levels of uncertainty regarding effects of climate change and the </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Interagency Cooperation </td> <td style="text-align:left;"> FWS-HQ-ES-2018-0009 </td> <td style="text-align:left;"> change. change within and outside of the action area would be considered. Nothing in these regulations changes the manner in which the Services may consider climate change in The depth of consideration of the effects of climate change on the species and critical habitat will The effects of climate change on the species or critical habitat not related to effects of the action </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Listing Species and Designating Critical Habitat </td> <td style="text-align:left;"> FWS-HQ-ES-2018-0006 </td> <td style="text-align:left;"> change. science on climate change. We will take all of the available climate change data into consideration when making a reasonable determination In light of the myriad benefits of designating, the commenters assert that the threat of climate change For species threatened by climate change, we will designate unoccupied habitat if we determine that </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Endangered Species Status for Five Poecilotheria Tarantula Species From Sri Lanka </td> <td style="text-align:left;"> FWS-HQ-ES-2016-0076 </td> <td style="text-align:left;"> Climate Change The Intergovernmental Panel on Climate Change IPCC concluded that warming of the Numerous long term climate changes have been observed including changes in land surface temperatures change during and beyond the current century, especially as climate change interacts with habitat It is also possible that climate change could indirectly negatively affect these species by adversely We acknowledged in our proposed rule that the population level effects of climate change and pesticides </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants: Regulations for Petitions </td> <td style="text-align:left;"> FWS-HQ-ES-2015-0016 </td> <td style="text-align:left;"> ITIS , the International Union for the Conservation of Nature IUCN , the Intergovernmental Panel on Climate Change IPCC , stock assessments, and fishery management plans this list is not all inclusive . </td> </tr> <tr> <td style="text-align:left;"> National Environmental Policy Act Compliance </td> <td style="text-align:left;"> FS-2019-0010 </td> <td style="text-align:left;"> rule impacts to social, cultural, and economic conditions of affected communities and user groups; climate change and carbon stores; scenic integrity; National Scenic and Historic Trails; and caves and karst </td> </tr> <tr> <td style="text-align:left;"> National Forest System Land Management Planning; Correction </td> <td style="text-align:left;"> FS_FRDOC_0001 </td> <td style="text-align:left;"> interchange between populations; and the long distance range shifts of species, such as in response to climate change. Ecosystem services. 4 Cultural services, such as educational, aesthetic </td> </tr> <tr> <td style="text-align:left;"> Community Forest and Open Space Conservation Program </td> <td style="text-align:left;"> FS_FRDOC_0001 </td> <td style="text-align:left;"> support resource based economies and adds needed resiliency to natural systems as they respond to climate change. </td> </tr> <tr> <td style="text-align:left;"> Extension of Compliance Date for Entry-Level Driver Training </td> <td style="text-align:left;"> FMCSA-2007-27748 </td> <td style="text-align:left;"> The SC CO2 estimates used in this regulatory evaluation focus on the direct impacts of climate change under E.O. 13783 \17\ for use in regulatory analyses until an improved estimate of the impacts of climate change to the U.S. can be developed based on the best available science and economics. </td> </tr> <tr> <td style="text-align:left;"> U.S. DOT/FMCSA - Final Rule </td> <td style="text-align:left;"> FMCSA-2004-19608 </td> <td style="text-align:left;"> Air Pollutant Climate Change ...................... No Change ................. </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: Oregon; Lane County Permitting and General Rule Revisions </td> <td style="text-align:left;"> EPA-R10-OAR-2018-0238 </td> <td style="text-align:left;"> received two electronic comments covering broad topics including wildfires, forest management practices, climate change, and the National Environmental Policy Page 50275 Act. </td> </tr> <tr> <td style="text-align:left;"> State Plans for Designated Facilities and Pollutants: California; Control of Emissions from Existing Municipal Solid Waste Landfills: Partial Approval, Partial Disapproval and Promulgation </td> <td style="text-align:left;"> EPA-R09-OAR-2019-0393 </td> <td style="text-align:left;"> Climate Change, Article 4. </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: California; South Coast Air Basin; 1-Hour and 8-Hour Ozone Nonattainment Area Requirements </td> <td style="text-align:left;"> EPA-R09-OAR-2019-0051 </td> <td style="text-align:left;"> Moreover, CCAEJ asserts that the failure to account for climate change calls into question all the weight change impacts. Although EPA modeling guidance acknowledges the potential effect of climate change on ozone levels,\ 29\ the EPA does not recommend that air agencies need to explicitly account for long term climate change change. </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: California; Bay Area Air Quality Management District; Stationary Sources; New Source Review </td> <td style="text-align:left;"> EPA-R09-OAR-2018-0080 </td> <td style="text-align:left;"> comments raised issues that are outside the scope of our proposed approval of the BAAQMD rules, including climate change science, air toxics regulation, rare earth mining, wind power costs and regulations, and pipeline </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: California; Antelope Valley Air Quality Management District </td> <td style="text-align:left;"> EPA-R09-OAR-2017-0760 </td> <td style="text-align:left;"> should include all components of the car manufacturing process, in order to address issues related to climate change. </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: Arizona; Hayden and Miami Areas; Lead and Sulfur Dioxide Control Measures-Copper Smelters </td> <td style="text-align:left;"> EPA-R09-OAR-2017-0661 </td> <td style="text-align:left;"> issues not related to the subject of this rulemaking, including Environmental quality issues in Asia, climate change policy, and other federal requirements not related to SO2 or lead pollution in Arizona. </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: California; South Coast Moderate Area Plan for 2006 PM2.5 Standards; Correction of Deficiency </td> <td style="text-align:left;"> EPA-R09-OAR-2015-0204 </td> <td style="text-align:left;"> emissions of greenhouse gases GHGs and other pollutants from California wildfires contribute to climate change and regional and global air pollution including smog, particulate matter, and toxics; that </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: Navajo Nation; Regional Haze Requirements for Navajo Generating Station </td> <td style="text-align:left;"> EPA-R09-OAR-2013-0009 </td> <td style="text-align:left;"> commenters favor stringent controls because they believe that emissions produced from NGS contribute to climate change. . EPA agrees that climate change is an important issue.\44\ However, the RHR addresses pollutants that impair visibility and is not intended to address pollutants that contribute to climate change. </td> </tr> <tr> <td style="text-align:left;"> Pre-Publication Signed Version of Final Rule for NGS_July 28, 2014 </td> <td style="text-align:left;"> EPA-R09-OAR-2013-0009 </td> <td style="text-align:left;"> commenters favor stringent controls because they believe that emissions produced from NGS contribute to climate change. visibility impairing pollutants and therefore are beyond the scope of this BART analysis.43 EPA agrees that climate change is an important issue.44 However, the RHR addresses pollutants that impair visibility and is not intended to address pollutants that contribute to climate change. </td> </tr> <tr> <td style="text-align:left;"> Approvals and Promulgations of Implementation Plans: Hawaii; Regional Haze Federal Implementation Plan </td> <td style="text-align:left;"> EPA-R09-OAR-2012-0345 </td> <td style="text-align:left;"> that it is going to raise taxes or rates in Hawaii over what the commenter termedsome ignorant climate change haze nonsense. It is not related to climate change. It is not related to climate change.
|
| Approvals, Disapprovals and Promulgations of Air Quality Implementation Plans: Arizona; Regional Haze State and Federal Implementation Plans | EPA-R09-OAR-2012-0021 | sources, which they believe will provide jobs, improve health, and reduce emissions that contribute to climate change. |
| Source Specific Federal Implementation Plans: Implementing Best Available Retrofit Technology for Four Corners Power Plant; Navajo Nation | EPA-R09-OAR-2010-0683 | more than 16 million tons per year tpy of CO2, and that such emissions contribute significantly to climate change which is likely to result in increasing temperatures and increase drought in the Southwest. |
| Final Rule - Prepublication Signed Version of Final Four Corners BART FIP August 6, 2012 (Unofficial version - will be replaced with official version upon publication in Federal Register) | EPA-R09-OAR-2010-0683 | Page 42 of 153 emissions contribute significantly to climate change which is likely to result |
| Approvals of Air Quality Implementation Plans: California; South Coast; Attainment Plan for 1997 PM2.5 Standards | EPA-R09-OAR-2009-0366 | \11 Fiore, et al, Harvard University, Linking ozone pollution and climate change The case for controlling methane, 2002. http www.gfdl.noaa.gov bibliography related_files |
| Air Quality State Implementation Plans; Approvals and Promulgations: California; Air Plan Revisions, Yolo-Solano Air Quality Management District | EPA-R09-OAR-2008-0612 | suppression, high hazard potential dams, maintenance of dams to reduce chances of dam failure, and climate change. |
| Air Quality State Implementation Plans; Approvals and Promulgations: Montana; Regional Haze 5-Year Progress Report State Implementation Plan | EPA-R08-OAR-2019-0047 | EPA and the State are dismissive of the increase in fine PM and that wildfire is increasing due to climate change. |
| Federal Implementation Plans for Oil and Natural Gas Well Production Facilities; Approvals and Promulgations: Fort Berthold Indian Reservation (Mandan, Hidatsa, and Arikara Nation), ND | EPA-R08-OAR-2012-0479 | change. facilitate emissions standards for methane and that tribes have particular interest in mitigating climate change because they are disproportionately impacted by it.\3 The commenters also stated that leaked Another commenter stated that flaring creates significant CO2 pollution, which contributes to climate change. \3 Commenter |
| Air Quality State Implementation Plans; Approvals, Disapprovals and Promulgations: Wyoming; Regional Haze State Implementation Plan; Federal Implementation Plan for Regional Haze | EPA-R08-OAR-2012-0026 | that points out the amount of coal production in Wyoming and its contribution to carbon dioxide and climate change. |
| Approvals and Promulgations of Implementation Plans: Montana; State Implementation Plan and Regional Haze Federal Implementation Plan | EPA-R08-OAR-2011-0851 | change. A separate commenter requested that EPA s plan consider CO2 because of its impacts on climate change Response While we understand the commenters concerns with respect to climate change, consideration of climate change is outside the scope of this action. change. |
| Air Plan Approval; Iowa, Kansas, Missouri, Nebraska and Approval of Operating Permit Program for Iowa and Nebraska; Definition of Chemical Process Plants Under State Prevention of Significant Deterioration Regulations and Operating Permit Programs | EPA-R07-OAR-2019-0532 | be approved because it will release more harmful chemicals into the air that will negatively impact climate change. this action does not alter the regulation of greenhouse gas GHG emissions, which is a driver of climate change. |
| Hazardous Waste Management System; Identification and Listing of Hazardous Waste; Blanchard Galveston Bay Refinery, Texas City, Texas, Final Rule, 8 pages | EPA-R06-RCRA-2017-0556 | These commenters expressed concerns regarding wildfires, wind turbines, climate change, car lithium |
| State Hazardous Waste Management Program: Oklahoma; Final Authorization | EPA-R06-RCRA-2017-0324 | classifies fossil fuels as nonhazardous waste and that this waste needs to be properly disposed of to slow climate change. |
| TX214.09 Air Quality State Implementation Plans; Approvals and Promulgations: Texas; Revisions to 30 TAC Chapter 116, Control of Air Pollution by Permits for New Construction or Modification, RE: Update to Applicable Requirements for New Source Review, Texas Rule Project No. 2018-003-116-AI, submitted to EPA February 22, 2019, Final rule, 4 pages. | EPA-R06-OAR-2019-0043 | regulate GHG emissions under the CAA specifically the NSR PSD and 111 d programs , as well as consider climate change and our demand for resources. The comments related to regulating GHG s under NSR PSD and CAA 111 d , climate change, and reduction |
| OK027.16 Approval and Promulgation of Implementation Plans; Oklahoma; Interstate Transport Requirements for the 2012 PM-2.5 NAAQS, Final rule, 2 pages | EPA-R06-OAR-2017-0052 | 20, 2018, the commenter raised concerns regarding the validity of the UN Intergovernmental Panel on Climate Change and governments reliance on the panel s recommendations. |
| NM064.29 Air Quality State Implementation Plans; Approval and Promulgation: New Mexico; Regional Haze and Interstate Transport Affecting Visibility State Implementation Plan Revisions, Final rule. | EPA-R06-OAR-2014-0214 | Mexico Environment New Mexico Research and Policy Center, New Mexico Independent Power Producers Climate Change Leadership Institute, Santa Fe Innovation Park, The Global Warming Express, Chainbreaker Collective |
| NM041.8000 Approvals and Promulgations of Implementation Plans: New Mexico; Federal Implementation Plan for Interstate Transport of Pollution Affecting Visibility. 53 pages r8m | EPA-R06-OAR-2010-0846 | commenter also points out that nitrous oxide N2O is a greenhouse gas GHG that contributes to climate change. |
| OK011.0165 Approvals and Promulgations of Implementation Plans: Oklahoma; Federal Implementation Plan for Interstate Transport of Pollution Affecting Visibility and Best Available Retrofit Technology Determinations. 32 pages rzu | EPA-R06-OAR-2010-0190 | Comments Several commenters discuss the impact of coal power on climate change. He contends that coal fired power plants are contributing to climate change, stating that the CO2 level The commenter states that we need to address climate change now. Response While we understand the commenters concerns with respect to climate change, consideration of climate change is outside the scope of our action on the RHR. |
| Removal of Ohio Nuisance Provision (3745-15-07) final rule | EPA-R05-OAR-2020-0055 | ., related to climate change, water quality, or other non NAAQS related issues , and EPA will not be |
| Final Approval of the Regional Haze FIP for Taconite Plants in Michigan and Minnesota | EPA-R05-OAR-2015-0196 | problem of ozone levels rising with respect to the taconite ore processing facilities and will inhibit climate change albeit a small amount. |
| Final Approval of the Regional Haze FIP for Taconite Plants in Michigan and Minnesota | EPA-R05-OAR-2010-0954 | problem of ozone levels rising with respect to the taconite ore processing facilities and will inhibit climate change albeit a small amount. |
| Final Approval of the Regional Haze FIP for Taconite Plants in Michigan and Minnesota | EPA-R05-OAR-2010-0037 | problem of ozone levels rising with respect to the taconite ore processing facilities and will inhibit climate change albeit a small amount. |
| Final Approval of the Chicago 8-hour Ozone Redesignation | EPA-R05-OAR-2009-0666 | While EPA agrees that climate change is a serious environmental issue, at this time EPA does not believe that an area specific climate change analysis must occur in the context of rulemaking on a redesignation change. change on ozone concentrations. Given the above, at this time, EPA is not in a position to forecast the impact climate change may have |
| Air Quality State Implementation Plans; Approvals and Promulgations: North Carolina: NOX Rule Revisions | EPA-R04-OAR-2018-0432 | Climate change policy as matured in North Carolina, and this is another part of that development. the SIP revision at issue is focused on the control of NOX emissions and does not expressly address climate change. |
| Air Quality State Implementation Plans; Approvals and Promulgations: Georgia; Redesignation of the Atlanta, Georgia 2008 8-Hour Ozone Nonattainment Area to Attainment | EPA-R04-OAR-2016-0583 | that the maintenance plan is inadequate because it does not specifically consider the impacts of climate change on future ozone concentrations. |
| Air Quality State Implementation Plans; Approvals and Promulgations: North Carolina; Redesignation of the Charlotte-Rock Hill, 2008 8-Hour Ozone Nonattainment Area to Attainment | EPA-R04-OAR-2015-0275 |
Comment 3 The Commenter states that as EPA has acknowledged, global climate change likely will lead Response 3 EPA agrees that climate change is a serious environmental issue; however, EPA does not agree Given the potential wide ranging impacts of climate change on air quality planning, EPA is developing change or any other cause . As noted above, EPA is currently unable to fully account for the potential impact of climate change </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans; Approvals and Promulgations: North Carolina Infrastructure Requirements for the 2008 8-hour Ozone National Ambient Air Quality Standards </td> <td style="text-align:left;"> EPA-R04-OAR-2014-0795 </td> <td style="text-align:left;"> Comment 5 The Commenter contends that ozone concentrations will be exacerbated by ongoing climate change Response 5 EPA agrees that climate change is a serious environmental issue; however, for the reasons We note that given the potential wide ranging impacts of climate change on air quality planning, EPA change might affect attainment of national ambient air quality standards and to identify priority As explained above, to the extent that climate change or any other factor exacerbates air quality in </td> </tr> <tr> <td style="text-align:left;"> Air Quality State Implementation Plans, Approvals and Promulgations: Georgia; Redesignation of the Atlanta 1997 8-Hour Ozone Moderate Nonattainment Area to Attainment </td> <td style="text-align:left;"> EPA-R04-OAR-2012-0986 </td> <td style="text-align:left;"> The Commenter states thatclimate change will make our ozone problems worse and cites to an April Response 6 EPA agrees that climate change is a serious environmental issue; however, EPA does not agree Given the potential wide ranging impacts of climate change on air quality planning, EPA is developing In addition, in spite of the uncertainty associated with short term climate change impacts on ozone EPA therefore believes that climate change will not impact the ability of the Atlanta Area to maintain
|
| Approval and Promulgation of Implementation Plans: Kentucky; Regional Haze State Implementation Plan | EPA-R04-OAR-2009-0783 | change. change will have on future visibility impairment, ozone formation, and other factors that influence Regarding the comment that the modeling must consider the impacts of climate change, the use of 2002 change required for SIP planning. change. |
Example comments
Excerpts from comments mentioning “climate change” on proposed rules that did not address climate change:
climatecomments %>%
filter(docket_id %in% climateFR_PR$docket_id) %>%
distinct(docket_id, title, summary) %>%
group_by(docket_id) %>%
slice_sample(n = 2) %>% kablebox()| title | docket_id | summary |
|---|---|---|
| California Dairy Campaign Comments on the Recommended Decision for a California Federal Milk Marketing Order | AMS-DA-14-0095 | Legislation passed last year will continue to increase labor costs and landmark climate change legislation |
| Comment from Carlton Owen, U.S. Endowment for Forestry and Communities | AMS-FV-10-0015 | Forests North America is plagued by increasing forest health challenges driven by globalization and climate change. |
| Comment from tom martin, American Forest Foundation | AMS-FV-10-0015 | our nation s forests are privately owned and under significant threats from unwise development and climate change fire, drought, pests and pathogens. |
| Bolling, Ronnie: | AMS-FV-14-0032 | shows that factory farms are depleting the soils of nutrients, accelerating soil erosion AND global climate change, and exposing farm workers and surrounding communities to dangerous levels of pesticides that |
| public , jean : | AMS-LPS-13-0079 | Especially when these cattle are bringing on global climate change. this comment is for the public record |
| PUBLIEE, JEAN : | AMS-LPS-15-0070 | IT IS ENVIRONMENTALLY POLLUTING AND CAUSES CLIMATE CHANGE. |
| Consumers Union | AMS-LS-07-0081 | Redwood City, CA 94061 US I like to eat locally and know that I m minimizing my contribution to climate change by buying local foods and not ones that have been shipped hundreds if not thousands of miles |
| Lapp, Meghan: Seafreeze Ltd | AMS-NOP-14-0079 | 511cdc7fe4b00307a2628ac6 t 5938041ce3df2854ac51f383 1496843295310 07_JTD MSB 2017 .pdf 2 impacted by climate change, 7 making the species even more productive. |
| x, x: | AMS-NOP-14-0079 | Trillions of dollars spend on US regulations by Tax Payers, is based on idea of Climate change which Climate change policy poses challenging problems for economic appraisal. The global emissions context Policy on climate change is set in a context of large divergence of emissions |
| Scharin, Lisa: | AMS-NOP-15-0012 | necessity too since animal agriculture is a MAJOR polluter of our water, land and air and contributes to climate change, superbugs, deforestation, and the killing of wildlife!!!!!!!! |
| Tooley, Wm: | AMS-NOP-15-0012 | growing green bond market can act as a tool to implement the Paris Agreement, claiming the successful climate change talks in Paris last December should prompt agencies, banks and companies to identify further |
| Deming, Nolan: | AMS-SC-18-0065 | The ongoing threat of climate change and competition from massive citrus growers in South America and |
| Comment from Michael Marxen, Citizen/Small Farm Owner | AMS-TM-06-0198 | It is one of the most critical issues we face because it is tied to to nutrition, public health, climate change and national security. |
| Comment from David Glober, Citizen | AMS-TM-06-0198 | You may or may not believe this is also contributing significantly to global climate change. Folks who buy organic products who do think it impacts climate change are probably in the majority of |
| Graham-Gardner, Rosemary: NA | AMS-TM-17-0050 | There is never any mention of overpopulation being at the root of climate change, Are resources are finite |
| Perls, Dana: Friends of the Earth | AMS-TM-17-0050 | This, like numerous other issues climate change, gun safety, immigration reform, prison reform, education |
| Comment from Ted Endreny | APHIS-2006-0011 | As an ecological engineer and hydrologist familiar with climate change and invasive species, I am concerned has proscribed a set of rules too narrow to reflect uncertainties and impacts of invasion biology and climate change. |
| Comment from Colleen Craven-Becker | APHIS-2006-0011 | threaten our natural habitats and preserves and threatens our forests and leaves them less resilient to climate change. |
| Comment from R M Thornsberry, R-CALF USA | APHIS-2006-0041 | federal agencies may be required by NEPA to evaluate the potential effects of their actions on global climate change, which USDA has failed here to do. |
| Comment from Terry Singeltary | APHIS-2006-0118 | CWD TSE PRION disease in cervids SINGELTARY SUBMISSION The Scottish Parliament s Rural Affairs, Climate Change and Environment Committee has been looking into deer management, as you can see from the following |
| Comment from Phyllis Smith | APHIS-2006-0159 | listing African penguins as endangered.In addition to hunting and oil spills,habitat destruction,climate change,their numbers are decreasing. |
| Comment from, Tom Bellamore, California Avocado Commission | APHIS-2006-0189 | Unirrigated trees are already subjected to periods of prolonged stress as climate change occurs in Mexico Unirrigated trees are already subjected to periods of prolonged stress as climate change occurs in Mexico |
| Comment from, Joseph Morse, UC Riverside | APHIS-2006-0189 | This is of critical importance in light of trends in climate change that will emphasize greater swings |
| Comment from Stephanie Bostic | APHIS-2007-0115 | role in protecting the Earth s ecosystems, and disrupting it is also contributing to problems like climate change. |
| Comment from Mark Wintermute | APHIS-2007-0127 | This breed has a survival history that indicates it can adapt to the climate change we expect our future |
| Comment from Steven Osofsky | APHIS-2007-0158 | resilience among southern African communities and nations subject to threats like food insecurity and climate change. |
| Comment from Bill Bullard | APHIS-2008-0010 | federal agencies may be required by NEPA to evaluate the potential effects of their actions on global climate change, which USDA has failed here to do. |
| Comment from r harder | APHIS-2009-0017 | He said In the light of the growing threats from globalisation and climate change, the risks posed |
| Comment from Bill Bullard | APHIS-2009-0091 | McGinty, Chairman, on Guidance Regarding Consideration of Global Climatic Change in Environmental Federal agencies from the Council on Environmental Quality with regard to consideration of global climatic change in environmental documents calls for consideration, in the context of NEPA, of how major Federal actions could influence the emissions and sinks of greenhouse gases and how climate change could McGinty, Chairman, on Guidance Regarding Consideration of Global Climatic Change in Environmental Federal agencies from the Council on Environmental Quality with regard to consideration of global climatic change in environmental documents calls for consideration, in the context of NEPA, of how major Federal actions could influence the emissions and sinks of greenhouse gases and how climate change could |
| Comment from Dave Murphy, Food Democracy Now! | APHIS-2009-0091 | Please push climate change legislation instead. change. They will be our future when the effects of climate change accelerate. STOP THIS LAW from passing. The Republicans love your efforts to slow down climate change standards too . . . and the deportation change. |
| Comment from Genevieve Wall, Esq. | APHIS-2011-0003 | environment, increased efficiency in the use of energy and other resources, mitigation of the threat of climate change, and protection of national security. |
| Comment from Stella Shannon | APHIS-2012-0002 | the continental United States, we can reduce our carbon footprint and begin reigning in the surging climate change disaster. In President Obama s second inaugural address, he spoke directly to the issue of climate change. |
| Comment from Laura Fox | APHIS-2013-0049 | Climate Change Climate change represents a statistical change in global climate conditions, including Climate Change The 2014 CEQ guidance for GHG emissions and climate change impacts recommends that Climate Change Climate change impact on carcass management Potential for increased number of emergencies Climate Change Science Program. Online. Climate Change 1. Potential Impacts of Climate Change on Carcass Management 2. When considering the Potential Impacts of Carcass Management on Climate Change, APHIS mentions indemnification as an area that could affect climate change When animals die, all of their accumulated biomass decays Federal Departments and Agencies on Consideration of Greenhouse Gas Emissions and the Effects of Climate Change in National Environmental Policy Act Reviews, CEQ Aug. 1, 2016 available at https www.whitehouse.gov |
| Comment from Sylvia Wu | APHIS-2013-0049 | poses a hazard to human health and the environment. 50 Atmospheric effects and their connection to climate change are properly considered under NEPA. 51 APHIS cannot discharge its NEPA duty by categorically Federal Departments and Agencies on Consideration of Greenhouse Gas Emissions and the Effects of Climate Change in National Environmental Policy Act Reviews Aug. 1, 2016 , https www.whitehouse.gov sites |
| Comment from David Ham | APHIS-2014-0088 | ., thereby exacerbating the deleterious impact of Global Climate Change on our environment. Change. The ensuing environmental degradation from Global Climate Change damages the viability of many U.S. Change. At the very least, APHIS rulemakers should consider the 3 effects on Global Climate Change when |
| Comment from Charles Dickson | APHIS-2014-0088 | Secondly, this policy negatively affects Global Climate Change in direct and meaningful ways. The importation of avocados from far flung regions of Mexico affects climate change in two major ways Change as well as the minimization of the real effects Global Climate Change has on the US consumer Global Climate Change is produced by the heavily fossil fuel dependent culture that has been accepted climate change is a reality, this line of reasoning is toxic. |
| Comment from Bruce Burdick | APHIS-2014-0092 | According to the Intergovernmental Panel on Climate Change IPCC AR5 report, the world has 1,010 billion According to the Intergovernmental Panel on Climate Change IPCC AR5 report, the world has 1,010 billion The paragraph below from the Intergovernmental Panel on Climate Change AR5 report states the world Change. To avoid Dangerous Climate Change 2 degrees C of global warming , the average world citizen will need To avoid Dangerous Climate Change, the average Californian will need to decrease their CO2 emissions |
| Comment from Bryan Wentzell | APHIS-2017-0056 | Climate change is expected to alter the distribution of Maine s flora and fauna. Audubon s Birds and Climate Change Report A Primer for Practitioners. Climate Change and Plant Distribution Local Models Predict High elevation Persistence. Climate Change and Biodiversity in Maine Vulnerability of Habitats and Priority Species. Climate Change and Biodiversity in Maine A Climate Change Exposure Summary for Species and Key Habitats |
| Comment from MARK HALVORSON | APHIS-2017-0056 | Climate change so far has given us much wetter summers and shorter warmer winters. |
| Comment from Bernadette Andaloro | APHIS-2017-0062 | Particularly as they are reduced by ivory seeking poachers, the impact of climate change and selfish, |
| Comment from Simone Fortier | APHIS-2017-0062 | We speak about climate change, abusing animals and killing animals contribute to this very imbalance |
| Comment on FR Doc # E8-16275 | BLM-2008-0004 | There also needs to be a review of the effect of oil shale production on global climate change. |
| Comment on FR Doc # E8-16275 | BLM-2008-0004 | Synthesis Report In Climate Change 2007 A Report of the Intergovernmental Panel on Climate Change. In Climate Change 2007 The Physical Science Basis. Climate Change and Trace Gases. Phil. Trans. R. Soc. Marine Ecosystems and Climate Change. Climate Change & Biodiversity, Lovejoy, T.E., L. Climate Change 2007 The Physical Science Basis of Climate Change. The BLM Must Evaluate Climate Change in its NEPA Analysis As the Center stated in its March 19, 2008 In 2007 the Supreme Court recognized the severity of the climate change crisis and the U.S. The Court noted the enormity of the potential consequences associated with man made climate change, Secretarial Order 3226, Evaluating Climate Change Impacts in Management Planning January 19, 2001 , Accordingly, FLPMA imposes an obligation on BLM to take the effects of climate change into account in The economic cost is generally expressed as the marginal cost of climate change impacts, and is usually In particular, the BLM should review the National Assessment of Climate Change Impacts on the United |
| Comment on FR Doc # E8-23823 | BLM-2008-0007 | Any industrial type use would increase the climate change we are already experiencing worldwide. |
| Comment on FR Doc # N/A | BLM-2008-0007 | recently declared endangered Polar Bear sitting upon a melting, eroding ice flow caused by global climate change serves as an icon representing global warming, it also serves as an inspiration to challenge exaggerated melting of the vast polar ice sheets and the rapid disappearance of glaciers due to global climate change, some of which is created by man thousands of miles distant and a hundred years past. |
| Comment on FR Doc # 2011-10019 | BLM-2011-0001 | we are already experiencing, like this week s and last week s tornados in the South, stem from climate change, caused by global warming. |
| Comment on FR Doc # 2014-23089 | BLM-2014-0002 | Family farmers are concerned about the effects of climate change and believe further research and analysis energy policy that recognizes the positive contributions of America s farmers and ranchers to mitigate climate change and the consultation of America s farmers and ranchers as the U.S. moves forward to reduce its |
| Comment on FR Doc # 2014-23089 | BLM-2014-0002 | The impacts from anthroprogenic global warming climate change shall be based on the average Transient |
| Comment on FR Doc # 2015-24008 | BLM-2015-0004 | associated with this process also results in the release of VOCs and methane, which directly contribute to climate change and the formation of ground level ozone. maintained in a vapor tight manner these emissions can be released to the atmosphere, contributing to climate change. |
| Comment on FR Doc # 2017-15696 | BLM-2017-0001 | This, like numerous other issues climate change, food labeling, gun regulation, immigration reform, and wind, is criminally negligent as it knowingly increases carbon emissions and there accelerates climate change and the degradation of current and future American s resources, health and prosperity. and it is imperative that we continue to protect it and deepen our protections of it in the face of climate change. |
| Comment on FR Doc # 2017-15696 | BLM-2017-0001 | i Executive Order 13653 of November 1, 2013 Preparing the United States for the Impacts of Climate Change ; ii The Presidential Memorandum of June 25, 2013 Power Sector Carbon Pollution Standards Encouraging Related Private Investment ; and iv The Presidential Memorandum of September 21, 2016 Climate Change and National Security . Change in National Environmental Policy Act Reviews, which is referred to in Notice of Availability |
| Comment on FR Doc # 2017-21294 | BLM-2017-0002 | of BLM Waste Rule OMB Control Number 1004 0211 To Whom It May Concern The Sabin Center for Climate Change Law submits these comments in response to the Bureau of Land Management s request for input would deliver significant environmental and other non economic benefits, such as mitigation of climate change and other pollution problems due to reduced gas venting and leaks, which lead to emissions Change Law Sabin Center for Climate Change Law Columbia Law School Columbia Law School 212 854 ENVIRONMENT Methane and associated emissions contribute to climate change and air quality problems change. Midgley Eds. , Climate Change 2013 The Physical Science Basis. Change. Climate change 2013 the physical science basis. Over 20 years, each molecule of methane has 84 times the climate change potential of a molecule of Over 20 years, each molecule of methane has 84 times the climate change potential of a molecule of Methane Emissions Climate Change US EPA. Working Group I Contribution to the IPCC Fifth Assessment Report Climate Change 2013 The Physical Intergovernmental Panel on Climate Change. |
| Comment on FR Doc # 2017-21294 | BLM-2017-0002 | Climate change is a MEANINGLESS PHRASE used repeatedly by activists to convince the public that a climate Global climate changes occur all the time due to natural causes. This makes modern global warming the fourth estate s fourth attempt to promote opposing climate change change coverage and instead crossed squarely into global warming advocacy. If C02 is the driving force of global climate change, why so many in media ignore many skeptical scientists |
| Comment from Jim Lyons, Defenders of Wildlife | BOEM-2010-0045 | Defenders supports the development of renewable energy resources to mitigate the increasing threat of climate change, meet our Nation s growing energy needs, and build a strong economy. |
| Comment from Justin Allegro, National Wildlife Federation | BOEM-2010-0045 | NWF also recognizes that climate change poses an enormous threat to both the human environment and transition to energy sources other than fossil fuels that contribute to greenhouse gas GHG emissions and climate change. |
| Comment on BSEE-2012-0005-0016 | BSEE-2012-0005 | Chukchi Sea planning areas, especially when conditions are changing rapidly and unpredictably due to climate change. |
| Comment on BSEE-2012-0005-0016 | BSEE-2012-0005 | oil and gas management decisions, it will be critical to better understand the cumulative effects of climate change, ocean acidification, and industrial stresses on the marine environment, and how these stresses Atqasuk Anaktuvuk Pass Barrow Nuiqsut Kaktovik Prudhoe Bay ARCTIC OCEAN Chukchi Sea Beaufort Sea Climate change is warming the Arctic at twice the rate of the rest of the planet,6 causing a rapid melting of change. |
| Comment on BSEE-2013-0011-0031 | BSEE-2013-0011 | We must do all we can to address Climate Change. are to keep carbon emissions below the level scientists say we must in order to avoid catastrophic climate change. would contradict President Obamas Climate Action Plan to limit greenhouse gas emissions and reduce climate change. |
| Comment on BSEE-2013-0011-0031 | BSEE-2013-0011 | If a spill doesnt happen, carbon level goes up, and global warming and climate change get boosted past |
| API IADC NOIA IPAA OOC PESA USOGA final letter to BSEE 12142015 | BSEE-2015-0002 | Oil and Gas Association cc Dan Utech, Deputy Assistant to the President for Energy and Climate Change Deputy Secretary, Michael Connor Chief of Staff, Tommy Beaudreau Assistant Secretary Land |
| Comment on BSEE-2015-0002-0001 | BSEE-2015-0002 | diversity of life within our oceans from threats by destructive fishing practices, whaling, pollution, and climate change. |
| Comment on BSEE-2017-0008-0001 | BSEE-2017-0008 | Climate change demands that we stop any new fossil fuel production. |
| Comment on BSEE-2017-0008-0001 | BSEE-2017-0008 | In light of climate change and jobs production, we need to focus on renewable energy resources. |
| Comment on BSEE-2018-0002-0001 | BSEE-2018-0002 | Protecting the environment transcends the issue of global warming, global cooling, climate change, or This administration needs to wake up and address climate change or none of your opinions will matter Climate change is real and it makes no sense to burn more oil. ocean areas by off shore drilling and continue to let big oil damage our natural resources and hasten Climate Change! Climate change is real. It is killing people in increasing numbers. Mr. Trump and Mr. spread after they became aware decades ago that the burning of fossil fuels is contributing hugely to climate change. This, like numerous other issues climate change, food labeling, gun safety, immigration reform, prison |
| Comment on BSEE-2018-0002-0001 | BSEE-2018-0002 | Surely you understand, despite the idiocy of those who deny and obfuscate around the issue of climate change, that we need to transition from fossil fuels to sustainable resources. |
| Comment on FR Doc # 2010-02556 | CCC-2010-0001 | NAFO members to achieving national renewable energy objectives will also help address the nation s climate change priorities. The international greenhouse gas accounting methods developed by the Intergovernmental Panel on Climate Change IPCC and the domestic greenhouse gas reporting program BCAP Proposed Rule April 8, 2010 change objectives. |
| Comment on FR Doc # 2010-02556 | CCC-2010-0001 | change and put modern climate change into context. In Abrupt Climate Change. A report by the U.S. Climate Change Science Program. Climatic Change 94, 47 61. Climatic Change 84, 383 401. Pitman, A. |
| Floding, Jenny–MIPPA 144(b) | CMS-2008-0073 | There are a lot clients beneficiaries that travel for the winter, due to the climate changes, and making |
| CA | CMS-2012-0031 | single things an individual person can do to have the maximum positive impact during a period of global climate change are to 1 eat a vegan diet, and 2 have no children. |
| Mass comment submission from NARAL Pro-Choice America | CMS-2012-0031 | This is a major contributor to climate change. require population limitation, or mother nature social pathology will send more conflict, disease, climate change etc and control our population increase us. With climate change, widespread drought, increasingly destructive corporate farming, what could make |
| Planned Parenthood | CMS-2014-0115 | Overpopulation and excessive consumption have caused environmental degradation and climate change. |
| Planned Parenthood | CMS-2014-0115 | Hurricane recovery, climate change, the state of our education system, and race relations would be good |
| DC | CMS-2015-0083 | regulation, safe and affordable health care, campaign finance reform and government ethics, fair trade, climate change and corporate and government accountability. |
| TX–Klein, James | CMS-2017-0021 | Meaningful health care reform, like numerous other issues climate change, food labeling, gun regulation |
| DC | CMS-2017-0076 | regulation, safe and affordable health care, campaign finance reform and government ethics, fair trade, climate change and corporate and government accountability. |
| DC | CMS-2018-0106 | Change and Extreme Heat What You Can Do to Prepare EPA 430 R 16 061 October, 2016 , available at https www.cdc.gov climateandhealth pubs extreme heat guidebook.pdf hereinafter, CDC EPA Climate Change and Extreme Heat Report, at 11. 258 Id., at 6. 259 WL Kenney, DH Craighead, and LM Alexander Change and Extreme Heat Report, supra note 257. 266 Sofie S ndergaard M rch, Johnny Dohn Holmgren report our changing climate changes hurricanes; Environmental Protection Agency, and Climate, in Climate |
| MA | CMS-2018-0106 | In addition to the proliferation of extreme weather conditions due to climate change, many changes may |
| CA | CMS-2018-0116 | no reasoned explanation for its refusal to decide whether greenhouse gases cause or contribute to climate change. |
| NY | CMS-2018-0135 | Human trafficking, gun control climate change, political corruption, universal healthcare and unending |
| NY | CMS-2018-0135 | The government should be involved in matters that are impacting all of us clean air and water, climate change, etc. |
| WA | CMS-2019-0006 | Also, agree to fight climate change which is caused by an over population on earth; 7 billion people |
| TX | CMS-2019-0006 | Health care reform that actually helps people, like numerous other issues climate change, food labeling |
| Comment on CMS-2020-0088-1604 (1336 comments) | CMS-2020-0088 | aging population the increasing need for services related to effects of the pandemicthe effects of climate change and other conditions of contemporary life that call for greater not lesser availability of psychological |
| Comment on CMS-2020-0088-1604 (2370 comments) | CMS-2020-0088 | ag ng population the increasing need for services related to effects of the pandemicthe effects of climate change and other conditions of contemporary life that call for greater not lesser availability of psychological |
| Comments on the Beginning Farmer and Rancher Development Program | CSREES_FRDOC_0001 | They help to protect water quality, mitigate and adapt to climate change, improve the health of the They help to protect water quality, mitigate and adapt to climate change, improve the health of the They help to protect water quality, mitigate and adapt to climate change, improve the health of the They help to protect water quality, mitigate and adapt to climate change, improve the health of the |
| Comments from Organic Farming Research Foundation | CSREES_FRDOC_0001 | public benefits including, but not limited to, protecting water quality, mitigating and adapting to climate change, building and preserving healthy soils, fostering biodiversity, supporting pollinator health |
| Comment on FR Doc # E7-09297 | DOE-2007-0002 | Respectfully submitted Jon Block, Project Manager Nuclear Energy and Climate Change Union of Concerned |
| Public Comment | DOE-2007-0002 | The difficulty permitting traditional coal power plants due largely to climate change concerns and |
| Public Comment | DOE-2008-0002 | Regulatory uncertainty tied to federal and state climate change policies; 3. Regulatory uncertainty tied to federal and state climate change policies; 3. |
| 2010-08-12 Submitter Information | DOE-EERE-OT-2010-0007 | In 2007, as part of a major climate change initiative, USGBC set a goal of achieving a 50 reduction |
| 2010-08-12 Submitter Information | DOE-EERE-OT-2010-0007 | moving forward so that every day delivers immediate and measurable results toward energy independence, climate change mitigation, affordable green housing, and green jobs. Construction that are already under discussion in an effort to enhance performance on energy and climate change, and to verify that progress. |
| Comment on FR Doc # 2020-08511 | DOE-HQ-2020-0017 | Please see attached letter and supporting materials filed on behalf of the Sabin Center for Climate Change Burger & Wentz Evaluating the Effects of Fossil Fuel Supply Projects on Greenhouse Gas Emissions and Climate Change Under NEPA Change Under NEPA Greenhouse Gas Emissions and Climate Change Under NEPA Michael Burger Jessica climate change impacts under NEPA. See, e.g., Climate Change Considerations in Project Level NEPA Analysis, U.S. FOR CLIMATE CHANGE LAW, CLIMATE CHANGE, FERC, AND NATURAL GAS PIPELINES THE LEGAL BASIS FOR CONSIDERING FOR CLIMATE CHANGE LAW, COLUM. L. SCH. change. For further information about countries policies, see Grantham Research Institute on Climate Change and the Environment & Sabin Center for Climate Change Law, Climate Change Laws of the World, https Sincerely, Hillary Aidun Climate Law Fellow Sabin Center for Climate Change Law Columbia Law School hwa2108 columbia.edu Romany Webb Senior Fellow Sabin Center for Climate Change Law Columbia Michael Burger is the Executive Director of the Sabin Center for Climate Change Law, and a research Framework Convention on Climate Change, Adoption of the Paris Agreement, U.N. Doc. FOR CLIMATE CHANGE LAW, SURVEY OF CLIMATE CHANGE CONSIDERATIONS IN FEDERAL ENVIRON MENTAL IMPACT STATEMENTS , 2012 2014 2016 ; PATRICK WOOLSEY, SABIN CENTER FOR CLIMATE CHANGE LAW, CONSIDERATION OF CLIMATE CHANGE baby NEPAs, see Dave Owen, Climate Change and Environmental Assessment Law, 33 COLUM. |
| Comment on FR Doc # 2020-08511 | DOE-HQ-2020-0017 | NHTSA,25 the court noted that the inherent nature of climate change as a largely global phenomenon impact of man s activity on the interrelations of all components of the natural environment. 28 Climate change is reasonably foreseeable and must be considered in the review of any applicable federal of environmental considerations, including any requirement to review a project s impact on global climate change impacts or greenhouse gas emissions are not within the scope of review of NEPA. 30 85 Fed. |
| Comment on FR Doc # 2018-27561 | DOI-2018-0017 | CLIMATE CHANGE IS REAL and burning fossil fuels just adds to the problem. |
| Comment on FR Doc # 2018-27561 | DOI-2018-0017 | addressed herein. 2 the Department s actions, such as deleting references to the human cause of climate change in a draft report from the National Park Service. |
| 1210-AB32 Petition 004 Public Citizen (11,314) | EBSA-2010-0050 | regulation, safe and affordable health care, campaign finance reform and government ethics, fair trade, climate change and corporate and government accountability. |
| Comment 0407 Royal 07282020 | EBSA-2020-0004 | Discriminatory actions by firms like BlackRock stemming from an embrace of controversial climate change Finally, ESG investment orthodoxy in the energy sector glosses over complex questions such as how climate change expenditures by governments can actually hurt the world s poor. |
| Comment 0409 SRI Group LLC Keto 07282020 | EBSA-2020-0004 | financial analysis or generally accepted investment theories as has consistently been the case for climate change impacts, for example. have the effect of forcing plan participants who strongly disagree with the conventional wisdom on climate change to have their retirement holdings nevertheless tied to the fate of the fossil fuel industry change decades in the future when they are in retirement and answering to their own children for the |
| Comment 0257 As You Sow Behar 10052020 | EBSA-2020-0008 | Rather, the subject matter has moved to increasingly important issues such as climate change, diversity |
| Comment 0167 Morningstar Szapiro 10022020 | EBSA-2020-0008 | For instance, understanding around climate change and its materiality to investment performance has Research from a wide range of organizations including the UN s Intergovernmental Panel on Climate Change |
Proposed rules that did address Climate
# climate-data-climatePR
# Final Rules that where climate was mentioned in the NPRM
climateFRclimatePR <- allFR %>%
filter(#docket_id %in% allPR$docket_id,
climate_fr,
climate_pr)
# final rule text where the pr did address climate
change <- climateFR %>% dplyr::select(docket_id, final = summary) %>%
distinct() %>%
left_join(climatePR %>%
dplyr::select(docket_id, draft = summary) %>% distinct() ) %>%
filter(!is.na(draft))
# indicators
# is there a comment mentioning climate
change %<>% mutate(climate_comment = docket_id %in% climatecomments$docket_id)
# did the final rule change
change %<>% mutate(change = !str_detect(draft, fixed(final, ignore_case = T) ))
change %>%
dplyr::select(docket_id, draft, final, climate_comment, change) %>% kablebox()| docket_id | draft | final | climate_comment | change | |
|---|---|---|---|---|---|
| FWS-HQ-MB-2018-0090 | public notice and comment period had closed, Canada s Minister of Page 24576 Environment and Climate Change summarized the Government of Canada s concerns in a public statement issued on December 18, | After the public notice and comment period had closed, Canada s Minister of Environment and Climate Change summarized the Government of Canada s concerns in a public statement issued on December 18, 2020 | TRUE | TRUE | |
| NOAA_FRDOC_0001 | of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. |
Comment 15 Two commenters expressed the need for NMFS to address climate change in the environmental Response We provided a complete analysis of climate change impacts associated with this rulemaking in section 4.5.5 of the FEIS Impacts of Climate Change . In this section, we detailed the cumulative effects that climate change may have on Hawaiian spinner change see section 4.5.5.2 of the FEIS . </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NOAA_FRDOC_0001 </td> <td style="text-align:left;"> of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. </td> <td style="text-align:left;"> Response NMFS agrees that large whales are susceptible to ecosystem changes caused by climate change Climate change impacts their preferred prey abundance, which is known to impede reproductive success Comment 11.1 Climate change global warming is primarily to blame for the decline of right whales, and Response The effects of climate change may have led to a shift in the distribution of right whales Global climate change, range changes and potential implications for the conservation of marine cetaceans </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NOAA_FRDOC_0001 </td> <td style="text-align:left;"> of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. </td> <td style="text-align:left;"> Theme 14 Address or construct management measures that include climate change considerations e.g., in the context of rising environmental stresses on Chinook salmon populations due to effects from climate change . triggered response on an aggregate abundance threshold of Chinook salmon is inherently responsive to climate change, as this approach anticipatorily incorporates any effect that climate change may have on Chinook </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R4-ES-2018-0069 </td> <td style="text-align:left;"> needed in critical habitat areas we are proposing, including managing for the potential effects of climate change; and d What areas not occupied at the time of listing are essential for the conservation the ability of the species to adapt over time to long term changes in the environment for example, climate changes ; and redundancy refers to the ability of the species to withstand catastrophic events for Geological Survey s National Climate Change Viewer Alder and Hostetler 2013, entire to predict change </td> <td style="text-align:left;"> inadequacy of existing regulatory mechanisms, small population size, competition with virile crayfish, and climate change. the ability of the species to adapt over time to long term changes in the environment for example, climate changes . </td> <td style="text-align:left;"> TRUE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R2-ES-2018-0104 </td> <td style="text-align:left;"> 5 Information related to climate change within the range these species and how it may affect It is highly unlikely that under elevated environmental stress associated with climate change, the change impacts, equally frequent wildfires, and likely more impacts from grazing. We chose 40 years because this is within the range of available hydrological and climate change model change model forecasts and is within the time period of the Rosemont Mine effects. </td> <td style="text-align:left;"> Change s IPCC Fifth Assessment IPCC 2014, entire and IPCC Climate Change 2013 The Physical Science We evaluated the effects of climate change on Bartram s stonecrop using RCP 4.5 and RCP 8.5 to bracket It is highly unlikely that under elevated environmental stress associated with climate change, the Climate change impacts are projected to continue at the current rate, and no conservation measures Most climate change scenarios predict that the American Southwest will also become warmer during the </td> <td style="text-align:left;"> TRUE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-HQ-MB-2021-0048 </td> <td style="text-align:left;"> wetlands protected by Duck Stamp funding sequester carbon and contribute to addressing the impacts of climate change, including absorbing flood waters and storm surge. </td> <td style="text-align:left;"> wetlands protected by Duck Stamp funding sequester carbon and contribute to addressing the impacts of climate change, including absorbing flood waters and storm surge. </td> <td style="text-align:left;"> TRUE </td> <td style="text-align:left;"> FALSE </td> </tr> <tr> <td style="text-align:left;"> FWS-R1-ES-2018-0044 </td> <td style="text-align:left;"> Effects of Climate Change Specific impacts of climate change on pollinators are not well understood ; most of the existing information on climate change impacts to pollinators comes from studies on butterflies Studies specifically relating to bumble bees are scant, and we found no climate change information These climatic changes can also affect populations indirectly, by altering resource availability and change on Bombus, we have no information to indicate that the effects of climate change were connected </td> <td style="text-align:left;"> Effects of Climate Change Specific impacts of climate change on pollinators are not well understood Studies specifically relating to bumble bees are scant, and we found no climate change information change on Bombus, we have no information to indicate that the effects of climate change were connected at climate change projection models. Geological Survey s National Climate Change Viewer Alder, J. and S. Hostetler. 2016, entire . </td> <td style="text-align:left;"> TRUE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> low income communities; to reduce greenhouse gas emissions; to bolster resilience to the impacts of climate change; to restore and expand our national treasures and monuments; and to prioritize both environmental </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> The Intergovernmental Panel on Climate Change IPCC assesses the role of anthropogenic activity in In Climate Change 2013 The Physical Science Basis. Nature Climate Change 2 775 779. Climate change 2013 The physical science basis. The roles of aerosol direct and indirect effects in past and future climate change. </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> following project priorities for the LOI submittal period i Adaptation to extreme weather and climate change including enhanced infrastructure resiliency, water recycling and reuse, and managed aquifer protects against extreme weather events, such as floods or hurricanes, as well as the impacts of climate change 10 percent. </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R4-ES-2019-0080 </td> <td style="text-align:left;"> Our review also indicates that potential effects of projected climate change are not expected to cause The termsclimate and climate change are defined by the Intergovernmental Panel on Climate Change A recent compilation of climate change and its effects is available from reports of the IPCC IPCC Numerous long term climate changes have been observed including changes in arctic temperatures and Small populations are likely the most vulnerable to reductions or loss due to climate change. </td> <td style="text-align:left;"> Our review also indicates that potential effects of projected climate change are not expected to cause Our review also indicates that potential effects of projected climate change are not expected to cause The termsclimate and climate change are defined by the Intergovernmental Panel on Climate Change A recent compilation of climate change and its effects is available from reports of the IPCC IPCC Numerous long term climate changes have been observed including changes in arctic temperatures and Small populations are likely the most vulnerable to reductions or loss due to climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R3-ES-2018-0036 </td> <td style="text-align:left;"> Climate Change Our current analyses under the Act include consideration of ongoing and projected The termsclimate and climate change are defined by the Intergovernmental Panel on Climate Change The effects of climate change may also result in a longer growing season and shorter dormant season, Climate change presents a largely unknown influence on the species, with potential for negative and This indicates that populations will persist in the face of climate change. </td> <td style="text-align:left;"> Effects of Climate Change Under future emission scenarios, including Representative Concentration Pathway RCP 4.5 and RCP 8.5, the effects of climate change in the foreseeable future are expected Shifts in the range of running buffalo clover as an adaptation to climate changes are unlikely, due The effects of climate change may also result in a longer growing season and shorter dormant season, Climate change presents a largely unknown influence on the species, with potential for negative and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019The growth of renewable resources is also a function of consumers
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construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE |
| NA | efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE | |
| NA | ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting thatwhile active investors have 11 noting we have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction. </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE | |
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., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 reiterating that information </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE | ||
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., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 statingDuring the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664 Sustainability disclosure encompasses a range of topics, including climate change, resource \699 See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 .
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construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted thatPACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions.
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construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE |
| NA | the proposed action and alternatives for the following resource areas Greenhouse gas emissions; climate change; air pollutant emissions including Clean Air Act criteria pollutant emissions ; human health |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> security and efficiency; encouraging increased reliance on demand response; state and possibly national climate change initiatives such as Renewable Portfolio Standards and other efforts that result in increased </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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FALSE | TRUE | |
| FWS-R7-ES-2021-0037 | Climate Change Global climate change will impact the future of both Pacific walrus and polar bear For polar bears, sea ice habitat loss due to climate change has been identified as the primary cause For walruses, climate change may affect habitat and prey availability. We have evaluated climate change regarding walruses and polar bears. Climate change is a global phenomenon and was considered as the overall driver of effects that could | Climate Change Global climate change will impact the future of both Pacific walrus and polar bear For polar bears, sea ice habitat loss due to climate change has been identified as the primary cause For walruses, climate change may affect habitat and prey availability. We have evaluated climate change regarding walruses and polar bears. Climate change is a global phenomenon and was considered as the overall driver of effects that could | TRUE | FALSE | |
| FWS-R8-ES-2019-0006 | This time period was chosen because it is within the range of the available hydrological and climate change model forecast information IPCC 2014, pp. 10, 13 , and coincidentally encompasses roughly 25 | the ability of the species to adapt over time to long term changes in the environment for example, climate changes . numbers and the incidence Page 41752 of droughts affecting snowpack levels have been affected by climate change in ways that have likely increased coyote numbers in the DPS s range. Increased primary productivity in high elevation areas due to climate change may have increased coyote | TRUE | TRUE | |
| NOAA_FRDOC_0001 | of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. | change. The commenter felt that we had not analyzed the best available science on potential climate change At this time, there exists very little information regarding the potential impacts of climate change We considered potential future impacts that climate change might have on the geographical area occupied In accordance with NMFS guidance on the treatment of climate change in NMFS ESA decisions NMFS 2016 | FALSE | TRUE | |
| FWS-R4-ES-2019-0059 | needed in critical habitat areas we are proposing, including managing for the potential effects of climate change, and d What areas not occupied at the time of listing are essential for the conservation 4 Information on the projected and reasonably likely impacts of climate change on the Suwannee | publication by Neupane et al. 2019, entire that assessed the hydrologic responses to projected climate change in the Suwannee River basin. 2018, entire , provided by FWC see above , that assessed the hydrologic responses to projected climate change scenarios in the Suwannee River basin into the discussion of natural flow regimes in the Habitats change. | TRUE | TRUE | |
| EPA-HQ-OAR-2019-0307 | Canadian Vehicle Standards During the Phase 2 rulemaking, Environment and Climate Change Canada | Canadian Vehicle Standards During the Phase 2 rulemaking, Environment and Climate Change Canada | TRUE | FALSE | |
| FWS-R6-ES-2018-0045 |
In the analysis that follows, we also considered climate change in the context of narrow ecological Narrow Ecological Requirements Climate Change Here we consider the narrow ecological requirements The terms climate andclimate change are defined by the Intergovernmental Panel on Climate Identifying likely effects often involves aspects of climate change vulnerability analysis. Also described previously, climate change may alter hydrological cycles.
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In the analysis that follows, we also considered climate change in the context of the species narrow Narrow Ecological Requirements Climate Change Here, we consider the narrow ecological requirements The terms climate andclimate change are defined by the Intergovernmental Panel on Climate Lee et al. 2015 describe potential hydrological changes in response to predicted climate change on Also described previously, climate change may alter hydrological cycles.
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FALSE | TRUE | |
| FWS-R4-ES-2019-0073 | Effects of Climate Change The average temperatures at El Yunque have increased over the past 30 All of these climate change stressors are predicted to result in shifts in the distribution of life Climate Change Predictions Projections out to the year 2100 predict increases in temperature and This study is an effort to evaluate the influence that climate change will have on the persistence of The greatest threat to the future of L. eltoroensis is current and ongoing effects of climate change | Effects of Climate Change The average temperatures at EYNF have increased over the past 30 years Downscaled modeling for Puerto Rico was based on three Intergovernmental Panel on Climate Change global Climate change is a primary risk factor to the species; however, under all climate emission scenarios Overall, the viability of the species is predicted to remain stable despite climate change impacts. The greatest threat to the future of L. eltoroensis comes from the effects of climate change Factor | TRUE | TRUE | |
| FWS-R2-ES-2018-0104 | 5 Information related to climate change within the range these species and how it may affect It is highly unlikely that under elevated environmental stress associated with climate change, the change impacts, equally frequent wildfires, and likely more impacts from grazing. We chose 40 years because this is within the range of available hydrological and climate change model change model forecasts and is within the time period of the Rosemont Mine effects. | Modeling projections based on the Intergovernmental Panel on Climate Change Fifth Assessment report changes . Change s IPCC Fifth Assessment IPCC 2014, entire and IPCC Climate Change 2013 The Physical Science We evaluated the effects of climate change on the beardless chinchweed using RCP 4.5 and RCP 8.5 to However, nonnative plant invasion, climatic changes, and repeated large scale, moderate and high severity | TRUE | TRUE | |
| FWS-R4-ES-2018-0092 | needed in critical habitat areas we are proposing, including managing for the potential effects of climate change; and d What areas not occupied at the time of listing are essential for the conservation These threats, which are expected to be exacerbated by continued urbanization and the effects of climate change, were central to our assessment of the future viability of the Neuse River waterdog. | All of these factors are exacerbated by the effects of climate change. and runoff as a result of climate change. Increased urbanization and climate change effects are likely to result in increased impacts to water Effects of climate change are expected to be moderate, resulting in some increased impacts from heat These risks, which are expected to be exacerbated by urbanization and climate change, were important | TRUE | TRUE | |
| FWS-R4-ES-2018-0092 | All of these factors are exacerbated by the effects of climate change. patterns of precipitation and runoff as a result of climate change. Increases in the frequency and strength of storm events, which are caused by climate change, alter Increased urbanization and climate change effects are likely to result in increased impacts to water Effects of climate change are expected to be moderate, resulting in some increased impacts from heat | All of these factors are exacerbated by the effects of climate change. and runoff as a result of climate change. Increased urbanization and climate change effects are likely to result in increased impacts to water Effects of climate change are expected to be moderate, resulting in some increased impacts from heat These risks, which are expected to be exacerbated by urbanization and climate change, were important | TRUE | TRUE | |
| DOE-HQ-2020-0033 | including the coronavirus disease 2019 COVID 19 pandemic, economic recovery, racial justice, and climate change. The final rule will in particular hinder DOE s ability to address the economic recovery and climate change challenges enumerated in Executive Order 13992. | including the coronavirus disease 2019 COVID 19 pandemic, economic recovery, racial justice, and climate change. change challenges enumerated in Executive Order 13992. change challenges enumerated in Executive Order 13992, and other important issues. change. | TRUE | TRUE | |
| NA |
with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019 The growth of renewable resources is also a function of consumers </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting thatwhile active investors have 11 noting we have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010Climate Change Release at 6292 6293 reiterating that information
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may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | FALSE | TRUE | |
| NA |
., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 statingDuring the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664 Sustainability disclosure encompasses a range of topics, including climate change, resource \699 See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 .
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may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | FALSE | TRUE | |
| NA | 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | FALSE | TRUE | |
| NA | quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | FALSE | TRUE | |
| NA |
change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted that PACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> the proposed action and alternatives for the following resource areas Greenhouse gas emissions; climate change; air pollutant emissions including Clean Air Act criteria pollutant emissions ; human health </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> security and efficiency; encouraging increased reliance on demand response; state and possibly national climate change initiatives such as Renewable Portfolio Standards and other efforts that result in increased </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA-HQ-OAR-2019-0698 </td> <td style="text-align:left;"> IPCC Intergovernmental Panel on Climate Change LFL Lower Flammability Limit MBtu Million British thermal \12\ Unless otherwise specified, GWP values are from IPCC 2007 Climate Change 2007 The Physical Change. Climate Change 2007 The Physical Science Basis. Change. </td> <td style="text-align:left;"> IEC International Electrotechnical Commission IPCC Intergovernmental Panel on Climate Change LFL Lower \12\ Unless otherwise specified, GWP values are from IPCC 2007 Climate Change 2007 The Physical Change. Change. Climate Change 2007 The Physical Science Basis. </td> <td style="text-align:left;"> TRUE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> low income communities; to reduce greenhouse gas emissions; to bolster resilience to the impacts of climate change; to restore and expand our national treasures and monuments; and to prioritize both environmental </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> The Intergovernmental Panel on Climate Change IPCC assesses the role of anthropogenic activity in In Climate Change 2013 The Physical Science Basis. Nature Climate Change 2 775 779. Climate change 2013 The physical science basis. The roles of aerosol direct and indirect effects in past and future climate change. </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> following project priorities for the LOI submittal period i Adaptation to extreme weather and climate change including enhanced infrastructure resiliency, water recycling and reuse, and managed aquifer protects against extreme weather events, such as floods or hurricanes, as well as the impacts of climate change 10 percent. </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> low income communities; to reduce greenhouse gas emissions; to bolster resilience to the impacts of climate change; to restore and expand our national treasures and monuments; and to prioritize both environmental </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> The Intergovernmental Panel on Climate Change IPCC assesses the role of anthropogenic activity in In Climate Change 2013 The Physical Science Basis. Nature Climate Change 2 775 779. Climate change 2013 The physical science basis. The roles of aerosol direct and indirect effects in past and future climate change. </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> following project priorities for the LOI submittal period i Adaptation to extreme weather and climate change including enhanced infrastructure resiliency, water recycling and reuse, and managed aquifer protects against extreme weather events, such as floods or hurricanes, as well as the impacts of climate change 10 percent. </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R2-ES-2020-0011 </td> <td style="text-align:left;"> needed in critical habitat areas we are proposing, including managing for the potential effects of climate change; and f What areas not occupied at the time of listing are essential for the conservation 4 Information on the projected and reasonably likely impacts of climate change on the northern </td> <td style="text-align:left;"> Declining base flow and habitat loss in the San Pedro River due anthropogenic factors, drought, and climate change have long been a concern to landowners and communities in and near this subunit. </td> <td style="text-align:left;"> TRUE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NOAA_FRDOC_0001 </td> <td style="text-align:left;"> of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. </td> <td style="text-align:left;"> change. The commenter stated that we should include climate change and environmental variation as part of the Both the Draft Biological Report and proposed rule presented climate change as a special management The information provided by the commenter does not alter our previous conclusion that climate change Additional discussion on the potential impacts of climate change on humpback whale prey, including the </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019The growth of renewable resources is also a function of consumers
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activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA | its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA | efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA | There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA | ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA |
change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting that while active investors have 11 notingwe have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction.
|
activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA |
., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 reiterating that information </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010Climate Change Release at 6292 6293 stating During the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664\ Sustainability disclosure encompasses a range of topics, including climate change, resource \699\ See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 . </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted thatPACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions.
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activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA | the proposed action and alternatives for the following resource areas Greenhouse gas emissions; climate change; air pollutant emissions including Clean Air Act criteria pollutant emissions ; human health | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| NA | security and efficiency; encouraging increased reliance on demand response; state and possibly national climate change initiatives such as Renewable Portfolio Standards and other efforts that result in increased | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | FALSE | TRUE | |
| FWS-R8-ES-2013-0011 | 8 Information on the projected and reasonably likely impacts of climate change on the western Effects of climate change. The available information on the effects of climate change has led us to predict that there will be For a more thorough discussion of climate change and the impacts it has on habitat for the western , we did not identify climate change as a single threat component. | 6 We updated the climate change information with new references based on comments. The commenter cites one journal article to support its claims regarding climate change Thomas and Effects of climate change. The available information on the effects of climate change has led us to predict that there will be Precipitation events under most climate change scenarios within the range of the DPS will decrease | TRUE | TRUE | |
| FWS-R8-ES-2013-0011 | 7 Information on the projected and reasonably likely impacts of climate change on the western Climate change will be a particular challenge for biodiversity because the interaction of additional of climate change for biodiversity Hannah and Lovejoy 2005, p. 4 . Current climate change predictions for terrestrial areas in the Northern Hemisphere indicate warmer Climate change may lead to increased frequency and duration of severe storms and droughts McLaughlin | 6 We updated the climate change information with new references based on comments. The commenter cites one journal article to support its claims regarding climate change Thomas and Effects of climate change. The available information on the effects of climate change has led us to predict that there will be Precipitation events under most climate change scenarios within the range of the DPS will decrease | TRUE | TRUE | |
| NA |
with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019 The growth of renewable resources is also a function of consumers </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting thatwhile active investors have 11 noting we have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction. </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> FALSE </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010Climate Change Release at 6292 6293 reiterating that information
|
possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE | |
| NA |
., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 statingDuring the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664 Sustainability disclosure encompasses a range of topics, including climate change, resource \699 See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 .
|
possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE | |
| NA | 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE | |
| NA | quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE | |
| NA | change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted that ``PACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions. | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | FALSE | TRUE |
change %>%
dplyr::select(docket_id, draft, final, change) %>% kablebox()| docket_id | draft | final | change | |
|---|---|---|---|---|
| FWS-HQ-MB-2018-0090 | public notice and comment period had closed, Canada s Minister of Page 24576 Environment and Climate Change summarized the Government of Canada s concerns in a public statement issued on December 18, | After the public notice and comment period had closed, Canada s Minister of Environment and Climate Change summarized the Government of Canada s concerns in a public statement issued on December 18, 2020 | TRUE | |
| NOAA_FRDOC_0001 | of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. |
Comment 15 Two commenters expressed the need for NMFS to address climate change in the environmental Response We provided a complete analysis of climate change impacts associated with this rulemaking in section 4.5.5 of the FEIS Impacts of Climate Change . In this section, we detailed the cumulative effects that climate change may have on Hawaiian spinner change see section 4.5.5.2 of the FEIS . </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NOAA_FRDOC_0001 </td> <td style="text-align:left;"> of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. </td> <td style="text-align:left;"> Response NMFS agrees that large whales are susceptible to ecosystem changes caused by climate change Climate change impacts their preferred prey abundance, which is known to impede reproductive success Comment 11.1 Climate change global warming is primarily to blame for the decline of right whales, and Response The effects of climate change may have led to a shift in the distribution of right whales Global climate change, range changes and potential implications for the conservation of marine cetaceans </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NOAA_FRDOC_0001 </td> <td style="text-align:left;"> of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. </td> <td style="text-align:left;"> Theme 14 Address or construct management measures that include climate change considerations e.g., in the context of rising environmental stresses on Chinook salmon populations due to effects from climate change . triggered response on an aggregate abundance threshold of Chinook salmon is inherently responsive to climate change, as this approach anticipatorily incorporates any effect that climate change may have on Chinook </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R4-ES-2018-0069 </td> <td style="text-align:left;"> needed in critical habitat areas we are proposing, including managing for the potential effects of climate change; and d What areas not occupied at the time of listing are essential for the conservation the ability of the species to adapt over time to long term changes in the environment for example, climate changes ; and redundancy refers to the ability of the species to withstand catastrophic events for Geological Survey s National Climate Change Viewer Alder and Hostetler 2013, entire to predict change </td> <td style="text-align:left;"> inadequacy of existing regulatory mechanisms, small population size, competition with virile crayfish, and climate change. the ability of the species to adapt over time to long term changes in the environment for example, climate changes . </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R2-ES-2018-0104 </td> <td style="text-align:left;"> 5 Information related to climate change within the range these species and how it may affect It is highly unlikely that under elevated environmental stress associated with climate change, the change impacts, equally frequent wildfires, and likely more impacts from grazing. We chose 40 years because this is within the range of available hydrological and climate change model change model forecasts and is within the time period of the Rosemont Mine effects. </td> <td style="text-align:left;"> Change s IPCC Fifth Assessment IPCC 2014, entire and IPCC Climate Change 2013 The Physical Science We evaluated the effects of climate change on Bartram s stonecrop using RCP 4.5 and RCP 8.5 to bracket It is highly unlikely that under elevated environmental stress associated with climate change, the Climate change impacts are projected to continue at the current rate, and no conservation measures Most climate change scenarios predict that the American Southwest will also become warmer during the </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-HQ-MB-2021-0048 </td> <td style="text-align:left;"> wetlands protected by Duck Stamp funding sequester carbon and contribute to addressing the impacts of climate change, including absorbing flood waters and storm surge. </td> <td style="text-align:left;"> wetlands protected by Duck Stamp funding sequester carbon and contribute to addressing the impacts of climate change, including absorbing flood waters and storm surge. </td> <td style="text-align:left;"> FALSE </td> </tr> <tr> <td style="text-align:left;"> FWS-R1-ES-2018-0044 </td> <td style="text-align:left;"> Effects of Climate Change Specific impacts of climate change on pollinators are not well understood ; most of the existing information on climate change impacts to pollinators comes from studies on butterflies Studies specifically relating to bumble bees are scant, and we found no climate change information These climatic changes can also affect populations indirectly, by altering resource availability and change on Bombus, we have no information to indicate that the effects of climate change were connected </td> <td style="text-align:left;"> Effects of Climate Change Specific impacts of climate change on pollinators are not well understood Studies specifically relating to bumble bees are scant, and we found no climate change information change on Bombus, we have no information to indicate that the effects of climate change were connected at climate change projection models. Geological Survey s National Climate Change Viewer Alder, J. and S. Hostetler. 2016, entire . </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> low income communities; to reduce greenhouse gas emissions; to bolster resilience to the impacts of climate change; to restore and expand our national treasures and monuments; and to prioritize both environmental </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> The Intergovernmental Panel on Climate Change IPCC assesses the role of anthropogenic activity in In Climate Change 2013 The Physical Science Basis. Nature Climate Change 2 775 779. Climate change 2013 The physical science basis. The roles of aerosol direct and indirect effects in past and future climate change. </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> following project priorities for the LOI submittal period i Adaptation to extreme weather and climate change including enhanced infrastructure resiliency, water recycling and reuse, and managed aquifer protects against extreme weather events, such as floods or hurricanes, as well as the impacts of climate change 10 percent. </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> commenters that are worried about an increase in GHGs have concerns stemming from a general worry about climate change. program does not have a direct impact on GHGs and is not designed to reduce emissions associated with climate change, such as GHGs. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R4-ES-2019-0080 </td> <td style="text-align:left;"> Our review also indicates that potential effects of projected climate change are not expected to cause The termsclimate and climate change are defined by the Intergovernmental Panel on Climate Change A recent compilation of climate change and its effects is available from reports of the IPCC IPCC Numerous long term climate changes have been observed including changes in arctic temperatures and Small populations are likely the most vulnerable to reductions or loss due to climate change. </td> <td style="text-align:left;"> Our review also indicates that potential effects of projected climate change are not expected to cause Our review also indicates that potential effects of projected climate change are not expected to cause The termsclimate and climate change are defined by the Intergovernmental Panel on Climate Change A recent compilation of climate change and its effects is available from reports of the IPCC IPCC Numerous long term climate changes have been observed including changes in arctic temperatures and Small populations are likely the most vulnerable to reductions or loss due to climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R3-ES-2018-0036 </td> <td style="text-align:left;"> Climate Change Our current analyses under the Act include consideration of ongoing and projected The termsclimate and climate change are defined by the Intergovernmental Panel on Climate Change The effects of climate change may also result in a longer growing season and shorter dormant season, Climate change presents a largely unknown influence on the species, with potential for negative and This indicates that populations will persist in the face of climate change. </td> <td style="text-align:left;"> Effects of Climate Change Under future emission scenarios, including Representative Concentration Pathway RCP 4.5 and RCP 8.5, the effects of climate change in the foreseeable future are expected Shifts in the range of running buffalo clover as an adaptation to climate changes are unlikely, due The effects of climate change may also result in a longer growing season and shorter dormant season, Climate change presents a largely unknown influence on the species, with potential for negative and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019The growth of renewable resources is also a function of consumers
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construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE |
| NA | efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE | |
| NA | ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting thatwhile active investors have 11 noting we have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction. </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE | |
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., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 reiterating that information </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE | ||
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., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 statingDuring the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664 Sustainability disclosure encompasses a range of topics, including climate change, resource \699 See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 .
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construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE | |
| NA | In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted thatPACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions.
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construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE |
| NA | the proposed action and alternatives for the following resource areas Greenhouse gas emissions; climate change; air pollutant emissions including Clean Air Act criteria pollutant emissions ; human health |
construction for months by claiming on rehearing that a project is not needed because of broad climate change concerns. \24\ </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> security and efficiency; encouraging increased reliance on demand response; state and possibly national climate change initiatives such as Renewable Portfolio Standards and other efforts that result in increased </td> <td style="text-align:left;"> construction for months by claiming on rehearing that a project is not needed because ofbroad climate change concerns. \24
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TRUE | |
| FWS-R7-ES-2021-0037 | Climate Change Global climate change will impact the future of both Pacific walrus and polar bear For polar bears, sea ice habitat loss due to climate change has been identified as the primary cause For walruses, climate change may affect habitat and prey availability. We have evaluated climate change regarding walruses and polar bears. Climate change is a global phenomenon and was considered as the overall driver of effects that could | Climate Change Global climate change will impact the future of both Pacific walrus and polar bear For polar bears, sea ice habitat loss due to climate change has been identified as the primary cause For walruses, climate change may affect habitat and prey availability. We have evaluated climate change regarding walruses and polar bears. Climate change is a global phenomenon and was considered as the overall driver of effects that could | FALSE | |
| FWS-R8-ES-2019-0006 | This time period was chosen because it is within the range of the available hydrological and climate change model forecast information IPCC 2014, pp. 10, 13 , and coincidentally encompasses roughly 25 | the ability of the species to adapt over time to long term changes in the environment for example, climate changes . numbers and the incidence Page 41752 of droughts affecting snowpack levels have been affected by climate change in ways that have likely increased coyote numbers in the DPS s range. Increased primary productivity in high elevation areas due to climate change may have increased coyote | TRUE | |
| NOAA_FRDOC_0001 | of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. | change. The commenter felt that we had not analyzed the best available science on potential climate change At this time, there exists very little information regarding the potential impacts of climate change We considered potential future impacts that climate change might have on the geographical area occupied In accordance with NMFS guidance on the treatment of climate change in NMFS ESA decisions NMFS 2016 | TRUE | |
| FWS-R4-ES-2019-0059 | needed in critical habitat areas we are proposing, including managing for the potential effects of climate change, and d What areas not occupied at the time of listing are essential for the conservation 4 Information on the projected and reasonably likely impacts of climate change on the Suwannee | publication by Neupane et al. 2019, entire that assessed the hydrologic responses to projected climate change in the Suwannee River basin. 2018, entire , provided by FWC see above , that assessed the hydrologic responses to projected climate change scenarios in the Suwannee River basin into the discussion of natural flow regimes in the Habitats change. | TRUE | |
| EPA-HQ-OAR-2019-0307 | Canadian Vehicle Standards During the Phase 2 rulemaking, Environment and Climate Change Canada | Canadian Vehicle Standards During the Phase 2 rulemaking, Environment and Climate Change Canada | FALSE | |
| FWS-R6-ES-2018-0045 |
In the analysis that follows, we also considered climate change in the context of narrow ecological Narrow Ecological Requirements Climate Change Here we consider the narrow ecological requirements The terms climate andclimate change are defined by the Intergovernmental Panel on Climate Identifying likely effects often involves aspects of climate change vulnerability analysis. Also described previously, climate change may alter hydrological cycles.
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In the analysis that follows, we also considered climate change in the context of the species narrow Narrow Ecological Requirements Climate Change Here, we consider the narrow ecological requirements The terms climate andclimate change are defined by the Intergovernmental Panel on Climate Lee et al. 2015 describe potential hydrological changes in response to predicted climate change on Also described previously, climate change may alter hydrological cycles.
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TRUE | |
| FWS-R4-ES-2019-0073 | Effects of Climate Change The average temperatures at El Yunque have increased over the past 30 All of these climate change stressors are predicted to result in shifts in the distribution of life Climate Change Predictions Projections out to the year 2100 predict increases in temperature and This study is an effort to evaluate the influence that climate change will have on the persistence of The greatest threat to the future of L. eltoroensis is current and ongoing effects of climate change | Effects of Climate Change The average temperatures at EYNF have increased over the past 30 years Downscaled modeling for Puerto Rico was based on three Intergovernmental Panel on Climate Change global Climate change is a primary risk factor to the species; however, under all climate emission scenarios Overall, the viability of the species is predicted to remain stable despite climate change impacts. The greatest threat to the future of L. eltoroensis comes from the effects of climate change Factor | TRUE | |
| FWS-R2-ES-2018-0104 | 5 Information related to climate change within the range these species and how it may affect It is highly unlikely that under elevated environmental stress associated with climate change, the change impacts, equally frequent wildfires, and likely more impacts from grazing. We chose 40 years because this is within the range of available hydrological and climate change model change model forecasts and is within the time period of the Rosemont Mine effects. | Modeling projections based on the Intergovernmental Panel on Climate Change Fifth Assessment report changes . Change s IPCC Fifth Assessment IPCC 2014, entire and IPCC Climate Change 2013 The Physical Science We evaluated the effects of climate change on the beardless chinchweed using RCP 4.5 and RCP 8.5 to However, nonnative plant invasion, climatic changes, and repeated large scale, moderate and high severity | TRUE | |
| FWS-R4-ES-2018-0092 | needed in critical habitat areas we are proposing, including managing for the potential effects of climate change; and d What areas not occupied at the time of listing are essential for the conservation These threats, which are expected to be exacerbated by continued urbanization and the effects of climate change, were central to our assessment of the future viability of the Neuse River waterdog. | All of these factors are exacerbated by the effects of climate change. and runoff as a result of climate change. Increased urbanization and climate change effects are likely to result in increased impacts to water Effects of climate change are expected to be moderate, resulting in some increased impacts from heat These risks, which are expected to be exacerbated by urbanization and climate change, were important | TRUE | |
| FWS-R4-ES-2018-0092 | All of these factors are exacerbated by the effects of climate change. patterns of precipitation and runoff as a result of climate change. Increases in the frequency and strength of storm events, which are caused by climate change, alter Increased urbanization and climate change effects are likely to result in increased impacts to water Effects of climate change are expected to be moderate, resulting in some increased impacts from heat | All of these factors are exacerbated by the effects of climate change. and runoff as a result of climate change. Increased urbanization and climate change effects are likely to result in increased impacts to water Effects of climate change are expected to be moderate, resulting in some increased impacts from heat These risks, which are expected to be exacerbated by urbanization and climate change, were important | TRUE | |
| DOE-HQ-2020-0033 | including the coronavirus disease 2019 COVID 19 pandemic, economic recovery, racial justice, and climate change. The final rule will in particular hinder DOE s ability to address the economic recovery and climate change challenges enumerated in Executive Order 13992. | including the coronavirus disease 2019 COVID 19 pandemic, economic recovery, racial justice, and climate change. change challenges enumerated in Executive Order 13992. change challenges enumerated in Executive Order 13992, and other important issues. change. | TRUE | |
| NA |
with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019 The growth of renewable resources is also a function of consumers </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting thatwhile active investors have 11 noting we have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010Climate Change Release at 6292 6293 reiterating that information
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may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | TRUE | |
| NA |
., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 statingDuring the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664 Sustainability disclosure encompasses a range of topics, including climate change, resource \699 See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 .
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may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | TRUE | |
| NA | 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | TRUE | |
| NA | quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | TRUE | |
| NA | In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . | may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and | TRUE | |
| NA |
change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted that PACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> the proposed action and alternatives for the following resource areas Greenhouse gas emissions; climate change; air pollutant emissions including Clean Air Act criteria pollutant emissions ; human health </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> security and efficiency; encouraging increased reliance on demand response; state and possibly national climate change initiatives such as Renewable Portfolio Standards and other efforts that result in increased </td> <td style="text-align:left;"> may oppose projects on grounds such as the public need for a project, a project s contribution to climate change, harm to the environment from the construction and operation of pipeline projects, noise and </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA-HQ-OAR-2019-0698 </td> <td style="text-align:left;"> IPCC Intergovernmental Panel on Climate Change LFL Lower Flammability Limit MBtu Million British thermal \12\ Unless otherwise specified, GWP values are from IPCC 2007 Climate Change 2007 The Physical Change. Climate Change 2007 The Physical Science Basis. Change. </td> <td style="text-align:left;"> IEC International Electrotechnical Commission IPCC Intergovernmental Panel on Climate Change LFL Lower \12\ Unless otherwise specified, GWP values are from IPCC 2007 Climate Change 2007 The Physical Change. Change. Climate Change 2007 The Physical Science Basis. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> low income communities; to reduce greenhouse gas emissions; to bolster resilience to the impacts of climate change; to restore and expand our national treasures and monuments; and to prioritize both environmental </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> The Intergovernmental Panel on Climate Change IPCC assesses the role of anthropogenic activity in In Climate Change 2013 The Physical Science Basis. Nature Climate Change 2 775 779. Climate change 2013 The physical science basis. The roles of aerosol direct and indirect effects in past and future climate change. </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> following project priorities for the LOI submittal period i Adaptation to extreme weather and climate change including enhanced infrastructure resiliency, water recycling and reuse, and managed aquifer protects against extreme weather events, such as floods or hurricanes, as well as the impacts of climate change 10 percent. </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> prioritizing financing for projects that protect the nation s water infrastructure from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> low income communities; to reduce greenhouse gas emissions; to bolster resilience to the impacts of climate change; to restore and expand our national treasures and monuments; and to prioritize both environmental </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> The Intergovernmental Panel on Climate Change IPCC assesses the role of anthropogenic activity in In Climate Change 2013 The Physical Science Basis. Nature Climate Change 2 775 779. Climate change 2013 The physical science basis. The roles of aerosol direct and indirect effects in past and future climate change. </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> following project priorities for the LOI submittal period i Adaptation to extreme weather and climate change including enhanced infrastructure resiliency, water recycling and reuse, and managed aquifer protects against extreme weather events, such as floods or hurricanes, as well as the impacts of climate change 10 percent. </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> EPA_FRDOC_0001 </td> <td style="text-align:left;"> </td> <td style="text-align:left;"> nation, EPA is prioritizing financing for projects that protect the nation s water from the impacts of climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> FWS-R2-ES-2020-0011 </td> <td style="text-align:left;"> needed in critical habitat areas we are proposing, including managing for the potential effects of climate change; and f What areas not occupied at the time of listing are essential for the conservation 4 Information on the projected and reasonably likely impacts of climate change on the northern </td> <td style="text-align:left;"> Declining base flow and habitat loss in the San Pedro River due anthropogenic factors, drought, and climate change have long been a concern to landowners and communities in and near this subunit. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NOAA_FRDOC_0001 </td> <td style="text-align:left;"> of key microhabitat species corals, sea urchins, and sea anemones , coral bleaching events, and climate change. </td> <td style="text-align:left;"> change. The commenter stated that we should include climate change and environmental variation as part of the Both the Draft Biological Report and proposed rule presented climate change as a special management The information provided by the commenter does not alter our previous conclusion that climate change Additional discussion on the potential impacts of climate change on humpback whale prey, including the </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019The growth of renewable resources is also a function of consumers
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activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA | its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA | efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA | There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA | ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA |
change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting that while active investors have 11 notingwe have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction.
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activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA |
., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 reiterating that information </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010Climate Change Release at 6292 6293 stating During the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664\ Sustainability disclosure encompasses a range of topics, including climate change, resource \699\ See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 . </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . </td> <td style="text-align:left;"> activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted thatPACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions.
|
activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA | the proposed action and alternatives for the following resource areas Greenhouse gas emissions; climate change; air pollutant emissions including Clean Air Act criteria pollutant emissions ; human health | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| NA | security and efficiency; encouraging increased reliance on demand response; state and possibly national climate change initiatives such as Renewable Portfolio Standards and other efforts that result in increased | activities to DRBC s Comprehensive Plan, rules and policies; public health; chemical disclosures; climate change; renewable energy; policies and reports on the Susquehanna River Basin; the public input process | TRUE | |
| FWS-R8-ES-2013-0011 | 8 Information on the projected and reasonably likely impacts of climate change on the western Effects of climate change. The available information on the effects of climate change has led us to predict that there will be For a more thorough discussion of climate change and the impacts it has on habitat for the western , we did not identify climate change as a single threat component. | 6 We updated the climate change information with new references based on comments. The commenter cites one journal article to support its claims regarding climate change Thomas and Effects of climate change. The available information on the effects of climate change has led us to predict that there will be Precipitation events under most climate change scenarios within the range of the DPS will decrease | TRUE | |
| FWS-R8-ES-2013-0011 | 7 Information on the projected and reasonably likely impacts of climate change on the western Climate change will be a particular challenge for biodiversity because the interaction of additional of climate change for biodiversity Hannah and Lovejoy 2005, p. 4 . Current climate change predictions for terrestrial areas in the Northern Hemisphere indicate warmer Climate change may lead to increased frequency and duration of severe storms and droughts McLaughlin | 6 We updated the climate change information with new references based on comments. The commenter cites one journal article to support its claims regarding climate change Thomas and Effects of climate change. The available information on the effects of climate change has led us to predict that there will be Precipitation events under most climate change scenarios within the range of the DPS will decrease | TRUE | |
| NA |
with similarly aggressive state mandates ; see also Rich Glick and Matthew Christiansen, FERC and Climate Change, 40 Energy L.J. 1, 7 12 2019 The growth of renewable resources is also a function of consumers </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> its electricity by 2035 from fuels that do not produce any of the carbon emissions linked to global climate change </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> efficient but robust ways that allow the Commission to provide dynamic decision making as impacts of climate change manifest. </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property There also is no risk based capital requirement for the risks that climate change could pose to property </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 2, </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> change, community environmental impact, and renewable energy. management, executive compensation, workplace practices or management of risks, including those related to climate change ; Ceres Business Case, supra note 25, at 10 noting thatwhile active investors have 11 noting we have seen efforts to pre empt proposals in a given year urging stronger policies on climate change by a group submitting a proposal to go in the opposite direction. </td> <td style="text-align:left;"> possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. </td> <td style="text-align:left;"> TRUE </td> </tr> <tr> <td style="text-align:left;"> NA </td> <td style="text-align:left;"> ., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010Climate Change Release at 6292 6293 reiterating that information
|
possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE | |
| NA |
., Commission Guidance Regarding Disclosure Related to Climate Change, Release No. 33 9106 Feb. 8, 2010 75 FR 6290 Feb. 8, 2010 Climate Change Release at 6292 6293 statingDuring the For example, registrants today face risks, such as those associated with cybersecurity, climate change change.\664 Sustainability disclosure encompasses a range of topics, including climate change, resource \699 See Matt Levine, Climate Change and Sovereign Debt, Bloomberg View Jan. 25, 2016 .
|
possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE | |
| NA | 532 Va. 2012 holding that an energy company s commercial general liability policy did not cover climate change injuries . Corporate | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Addressing Climate Change and Improving Air Quality The Agency will continue to deploy existing regulatory Addressing climate change calls for coordinated national and global efforts to reduce emissions and Page 1067 Risks The risk addressed is the current and future threat of climate change to public Change IPCC . | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE | |
| NA | quality data collected using wideband SARs allow scientists to gain new insights into the prediction of climatic changes. | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE | |
| NA | In the environmental assessment and prediction area, goals include understanding climate change science Addressing climate change calls for coordinated national and global efforts to reduce emissions and Taking Action on Climate Change The Agency will continue to deploy existing regulatory tools where Risks The risk addressed is the current and future threat of climate change to public health and welfare Change IPCC . | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE | |
| NA | change. of not prohibiting PACE programs measurable GHG emissions reductions would have been realized and climate change mitigated. Center for Biological Diversity noted that ``PACE programs are critical tools in addressing climate change because energy related home improvements reduce greenhouse gas emissions. | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE | |
| NA | In the environmental assessment and prediction area, goals include Understanding climate change science Critical challenges to the work of FWS include global climate change; shortages of clean water suitable Addressing climate change calls for coordinated national and global efforts to research alternative Taking Action on Climate Change While the EPA stands ready to help Congress craft strong, science change. | possibility of addressing a DCO bankruptcy, the risk principles final rule ignores future events such as climate change. | TRUE |
# logical
change01 <- change %>%
distinct(docket_id, change) %>%
# dedupe
group_by(docket_id) %>%
slice_max(change) %>% #TODO sensitivity analysis
ungroup()
climateFRclimatePR %<>% left_join(change01)
climateFRclimatePR %>% count(change, climate_comment) %>% kablebox()| change | climate_comment | n |
|---|---|---|
| FALSE | FALSE | 3 |
| FALSE | TRUE | 26 |
| TRUE | FALSE | 91 |
| TRUE | TRUE | 329 |
climateFRclimatePR %<>% filter(!is.na(change)) #TODO investigate NAsPercent where the final rule did change how it addressed Climate
#climateclimatePR-winrate
winrate <- climateFRclimatePR %>%
count(climate_comment, change) %>%
group_by(climate_comment) %>% #FIXME make nice table with percents
spread(change, n) %>%
mutate(percent = round(`TRUE`/(`FALSE`+`TRUE`)*100 ))
winrate %>% kablebox()| climate_comment | FALSE | TRUE | percent |
|---|---|---|---|
| FALSE | 3 | 91 | 97 |
| TRUE | 26 | 329 | 93 |
climateFRclimatePR %>%
count(climate_comment, change) %>%
left_join(winrate) %>%
group_by(climate_comment) %>%
mutate(mean = mean(c(`TRUE`, `FALSE`)),
Climate_comment = ifelse(climate_comment, "Climate Raised\nby Commenters", "Climate not Raised\nby Commenters")) %>%
ggplot() +
aes(x = Climate_comment,
y = n,
fill = change,
label = ifelse(change == climate_comment, percent, NA) %>% str_c("%") ) +
geom_col(alpha = .7) +
geom_text(aes(y = mean)) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
facet_wrap("Climate_comment", scales = "free") +
labs(fill = "Climate section changed\nin Final Rule",
y = "Proposed Rules") +
theme_void() +
theme(axis.text.y = element_text(),
axis.title.y = element_text(angle = 90),
panel.grid.major.y = element_line(color = "grey"))
Model
with president dummies
#climate-mclimatePR
mclimatePR <- glm(change ~ climate_comment*log(comments +1) +
log(climate_comments_unique+1) +
president,
data = climateFRclimatePR,
family=binomial(link="logit"))
modelsummary(mclimatePR, stars = T)| Model 1 | |
|---|---|
| (Intercept) | 17.426 |
| (902.263) | |
| climate_commentTRUE | 0.070 |
| (1.093) | |
| log(comments + 1) | 0.367 |
| (0.421) | |
| log(climate_comments_unique + 1) | 0.294 |
| (0.182) | |
| presidentObama | -14.995 |
| (902.263) | |
| presidentTrump | -14.600 |
| (902.263) | |
| climate_commentTRUE × log(comments + 1) | -0.505 |
| (0.431) | |
| Num.Obs. | 449 |
| AIC | 219.5 |
| BIC | 248.3 |
| Log.Lik. | -102.774 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
with president fixed effects
#climate-mclimatePRFE
mclimatePRFE <- feglm(change ~ climate_comment*log(comments +1) +
log(climate_comments_unique+1) | president,
data = climateFRclimatePR,
family=binomial(link="logit"))
modelsummary(mclimatePRFE, stars = TRUE)| Model 1 | |
|---|---|
| climate_commentTRUE | 0.070 |
| (0.062) | |
| log(comments + 1) | 0.367*** |
| (0.006) | |
| log(climate_comments_unique + 1) | 0.294*** |
| (0.081) | |
| climate_commentTRUE × log(comments + 1) | -0.505*** |
| (0.071) | |
| Num.Obs. | 431 |
| R2 | |
| R2 Adj. | |
| R2 Within | |
| R2 Pseudo | 0.033 |
| AIC | 217.5 |
| BIC | 241.9 |
| Log.Lik. | -102.774 |
| Std. Errors | Clustered (president) |
| FE: president | X |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
By president
# climateclimatePR-winrate-president-1
winrate <- climateFRclimatePR %>%
count(climate_comment, change, president) %>%
group_by(climate_comment) %>% #FIXME make nice table with percents
spread(change, n) %>%
mutate(`FALSE` = replace_na(`FALSE`, 0)) %>%
mutate(`TRUE` = replace_na(`TRUE`, 0)) %>%
mutate(percent = round(`TRUE`/(`TRUE`+`FALSE`)*100 ))
winrate %>% kablebox()| climate_comment | president | FALSE | TRUE | percent |
|---|---|---|---|---|
| FALSE | G. W. Bush | 0 | 5 | 100 |
| FALSE | Obama | 3 | 75 | 96 |
| FALSE | Trump | 0 | 11 | 100 |
| TRUE | G. W. Bush | 0 | 13 | 100 |
| TRUE | Obama | 21 | 235 | 92 |
| TRUE | Trump | 5 | 81 | 94 |
climateFRclimatePR %>%
count(climate_comment, change, president) %>%
left_join(winrate) %>%
group_by(change) %>%
mutate(Climate_comment = ifelse(climate_comment, "Climate Comments", "No Climate Comments") ) %>%
ggplot() +
aes(x = n, y = Climate_comment,
fill = change,
label = ifelse(change== climate_comment, percent, NA) %>% str_c("%") ) +
geom_col(alpha = .7) +
geom_text(aes(x = `TRUE`), hjust = 0) +
facet_wrap("president", scales = "free")+
labs(fill = "Climate section changed\nin Final Rule",
y = "",
x = "Proposed Rules that Did Address Climate") +
theme(axis.ticks = element_blank(),
panel.grid.major.y = element_blank())
Predicted Probabilities by President
With the median number of comments, 39
#climate-mclimatePR-president-median
# A data frame of values at which to estimate probabilities:
values <- climateFRclimatePR %>%
tidyr::expand(climate_comment,
#climate_comments = median(climate_comments) %>% round(),
climate_comments_unique = median(climate_comments_unique) %>% round(),
comments = #c(min(comments),
median(comments) %>% round(),
#max(comments)),
president)
predicted <- augment(mclimatePR,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFRclimatePR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
ggplot() +
aes(x = Climate_comment, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
facet_wrap("president", ncol = 1) +
labs(y = 'Probability of Change in How a Rule\nAddresses "Climate Change"',
x = "",
color = "",#color = "Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
theme(axis.text.y = element_blank(),
axis.ticks.y = element_blank(),
panel.grid.major.y = element_blank())+
ylim(0,1) 
With the mean number of comments, 55475
#climate-mclimatePR-president-mean
# A data frame of values at which to estimate probabilities:
values <- climateFRclimatePR %>%
tidyr::expand(climate_comment,
#climate_comments = median(climate_comments) %>% round(),
climate_comments_unique = mean(climate_comments_unique) %>% round(),
comments = #c(min(comments),
mean(comments) %>% round(),
#max(comments)),
president)
predicted <- augment(mclimatePR,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFRclimatePR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
ggplot() +
aes(x = Climate_comment, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
facet_wrap("president", ncol = 1) +
labs(y = 'Probability of Change in How a Rule\nAddresses "Climate Change"',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
theme(axis.text.y = element_blank(),
axis.ticks.y = element_blank(),
panel.grid.major.y = element_blank())+
ylim(0,1) 
By number of comments
Change in Climate section of the final rule by number of comments
Percent of rules that change when there are more or less than 10 comments.
#climateclimatePR-winrate-comments
winrate <- climateFRclimatePR %>%
mutate(comments10 = comments > 9) %>%
count(change, comments10) %>%
group_by(comments10) %>% #FIXME make nice table with percents
spread(change, n) %>%
mutate(`FALSE` = replace_na(`FALSE`, 0)) %>%
mutate(`TRUE` = replace_na(`TRUE`, 0)) %>%
mutate(percent = round(`TRUE`/(`TRUE`+`FALSE`)*100 ))
winrate %>% kablebox()| comments10 | FALSE | TRUE | percent |
|---|---|---|---|
| FALSE | 5 | 86 | 95 |
| TRUE | 24 | 334 | 93 |
climateFRclimatePR %>%
mutate(comments10 = comments > 9) %>%
count(change, comments10) %>%
left_join(winrate) %>%
mutate(comments = ifelse(comments10, "10 or more comments", "Fewer than 10 comments") ) %>%
ggplot() +
aes(x = n, y = comments,
fill = change,
label = percent %>% str_c("%") ) +
geom_col(alpha = .7) +
geom_text(aes(x = `TRUE`), hjust = 0, check_overlap = T) +
#facet_wrap("president", scales = "free")+
labs(fill = "Climate section changed\nin Final Rule",
x = "Proposed Rules that Did Address Climate",
y = "")
Predicted Probabilities by Number of Comments
Estimates across numbers of comments received.
#climate-mclimatePR-comments
# A data frame of values at which to estimate probabilities:
values <- climateFRclimatePR %>%
tidyr::expand(comments = c(1,10,100,1000,10000) ,
climate_comment,
climate_comments_unique = median(climate_comments_unique),
president = "Obama")
predicted <- augment(mclimatePR,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFRclimatePR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
ggplot() +
aes(x = factor(comments), y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
#facet_wrap("climate_comment", ncol = 1) +
labs(y = 'Probability of Change in How a Rule\nAddresses "Climate Change"',
x = "Number of Comments",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank()) +
ylim(0,1) 
By Agency
#climateclimatePR-winrate-agency
winrate <- climateFRclimatePR %>%
count(climate_comment, change, agency) %>%
group_by(climate_comment) %>% #FIXME make nice table with percents
spread(change, n) %>%
mutate(`FALSE` = replace_na(`FALSE`, 0)) %>%
mutate(`TRUE` = replace_na(`TRUE`, 0)) %>%
mutate(percent = round(`TRUE`/(`TRUE`+`FALSE`)*100 ))
winrate %>% kablebox()| climate_comment | agency | FALSE | TRUE | percent |
|---|---|---|---|---|
| FALSE | EERE | 1 | 4 | 80 |
| FALSE | EPA | 0 | 19 | 100 |
| FALSE | FTA | 0 | 1 | 100 |
| FALSE | FWS | 2 | 61 | 97 |
| FALSE | NOAA | 0 | 6 | 100 |
| TRUE | BLM | 0 | 4 | 100 |
| TRUE | CEQ | 0 | 1 | 100 |
| TRUE | CMS | 0 | 1 | 100 |
| TRUE | COE | 0 | 1 | 100 |
| TRUE | DOE | 0 | 1 | 100 |
| TRUE | EERE | 3 | 41 | 93 |
| TRUE | EPA | 17 | 94 | 85 |
| TRUE | FAR | 0 | 2 | 100 |
| TRUE | FHWA | 0 | 3 | 100 |
| TRUE | FWS | 5 | 142 | 97 |
| TRUE | HUD | 0 | 1 | 100 |
| TRUE | NHTSA | 1 | 3 | 75 |
| TRUE | NOAA | 0 | 32 | 100 |
| TRUE | NRC | 0 | 1 | 100 |
| TRUE | PHMSA | 0 | 2 | 100 |
# winrate
climateFRclimatePR %>% count(agency, climate_comment, change) %>%
add_count(agency) %>%
filter(nn > 2) %>%
#filter(agency == "EPA") %>%
left_join(winrate) %>%
group_by(change) %>%
mutate(Climate_comment = ifelse(climate_comment, "Climate Comments", "No Climate Comments") ) %>%
ggplot() +
aes(x = n, y = Climate_comment,
fill = change,
label = ifelse(change== climate_comment, percent, NA) %>% str_c("%") ) +
geom_col(alpha = .7) +
geom_text(aes(x = `TRUE`), hjust = 0) +
facet_wrap("agency", scales = "free", ncol = 2)+
labs(fill = "Climate section changed\nin Final Rule",
x = "Proposed Rules that Did Address Climate",
y = "") +
theme(axis.ticks.y = element_blank(),
axis.text.x = element_text(angle = 30),
panel.grid.major.y = element_blank())
Models
# interaction + agency dummies
mclimatePR_agency <- glm(change ~ climate_comment*log(comments+1) +
log(climate_comments_unique+1) + #TODO this is colinear with above two, estimate nPR models
president +
agency,
data = climateFRclimatePR,
family=binomial(link="logit"))
tidy(mclimatePR_agency) %>% kablebox()| term | estimate | std.error | statistic | p.value |
|---|---|---|---|---|
| (Intercept) | 35.283 | 5463.132 | 0.006 | 0.995 |
| climate_commentTRUE | 0.099 | 1.042 | 0.095 | 0.924 |
| log(comments + 1) | 0.447 | 0.349 | 1.281 | 0.200 |
| log(climate_comments_unique + 1) | 0.583 | 0.215 | 2.709 | 0.007 |
| presidentObama | -17.527 | 2307.316 | -0.008 | 0.994 |
| presidentTrump | -17.154 | 2307.316 | -0.007 | 0.994 |
| agencyCEQ | -3.048 | 11839.379 | 0.000 | 1.000 |
| agencyCMS | 1.919 | 11839.379 | 0.000 | 1.000 |
| agencyCOE | 0.161 | 11839.379 | 0.000 | 1.000 |
| agencyDOE | 1.081 | 11839.379 | 0.000 | 1.000 |
| agencyEERE | -15.581 | 4951.980 | -0.003 | 0.997 |
| agencyEPA | -17.106 | 4951.980 | -0.003 | 0.997 |
| agencyFAR | 0.928 | 9039.900 | 0.000 | 1.000 |
| agencyFHWA | 0.144 | 7805.103 | 0.000 | 1.000 |
| agencyFTA | -0.361 | 11839.379 | 0.000 | 1.000 |
| agencyFWS | -14.971 | 4951.980 | -0.003 | 0.998 |
| agencyHUD | 0.712 | 11839.379 | 0.000 | 1.000 |
| agencyNHTSA | -18.322 | 4951.980 | -0.004 | 0.997 |
| agencyNOAA | 1.115 | 5225.306 | 0.000 | 1.000 |
| agencyNRC | 0.243 | 11839.379 | 0.000 | 1.000 |
| agencyPHMSA | 0.547 | 9074.497 | 0.000 | 1.000 |
| climate_commentTRUE:log(comments + 1) | -0.591 | 0.362 | -1.635 | 0.102 |
Predicted Probabilities by Agency
# climate-mclimatePR-agency
mclimatePR_agency <- glm(change ~ climate_comment*log(comments+1) +
log(climate_comments_unique+1) +
president +
agency,
data = climateFRclimatePR,
family=binomial(link="logit"))
tidy(mclimatePR_agency) %>% kablebox()| term | estimate | std.error | statistic | p.value |
|---|---|---|---|---|
| (Intercept) | 35.283 | 5463.132 | 0.006 | 0.995 |
| climate_commentTRUE | 0.099 | 1.042 | 0.095 | 0.924 |
| log(comments + 1) | 0.447 | 0.349 | 1.281 | 0.200 |
| log(climate_comments_unique + 1) | 0.583 | 0.215 | 2.709 | 0.007 |
| presidentObama | -17.527 | 2307.316 | -0.008 | 0.994 |
| presidentTrump | -17.154 | 2307.316 | -0.007 | 0.994 |
| agencyCEQ | -3.048 | 11839.379 | 0.000 | 1.000 |
| agencyCMS | 1.919 | 11839.379 | 0.000 | 1.000 |
| agencyCOE | 0.161 | 11839.379 | 0.000 | 1.000 |
| agencyDOE | 1.081 | 11839.379 | 0.000 | 1.000 |
| agencyEERE | -15.581 | 4951.980 | -0.003 | 0.997 |
| agencyEPA | -17.106 | 4951.980 | -0.003 | 0.997 |
| agencyFAR | 0.928 | 9039.900 | 0.000 | 1.000 |
| agencyFHWA | 0.144 | 7805.103 | 0.000 | 1.000 |
| agencyFTA | -0.361 | 11839.379 | 0.000 | 1.000 |
| agencyFWS | -14.971 | 4951.980 | -0.003 | 0.998 |
| agencyHUD | 0.712 | 11839.379 | 0.000 | 1.000 |
| agencyNHTSA | -18.322 | 4951.980 | -0.004 | 0.997 |
| agencyNOAA | 1.115 | 5225.306 | 0.000 | 1.000 |
| agencyNRC | 0.243 | 11839.379 | 0.000 | 1.000 |
| agencyPHMSA | 0.547 | 9074.497 | 0.000 | 1.000 |
| climate_commentTRUE:log(comments + 1) | -0.591 | 0.362 | -1.635 | 0.102 |
# A data frame of values at which to estimate probabilities:
values <- climateFRclimatePR %>%
tidyr::expand(climate_comment,
climate_comments_unique = median(comments) %>% round(),
comments = median(comments) %>% round(),
president = "Obama",
agency)
predicted <- augment(mclimatePR_agency,
type.predict = "response",
newdata = values,
se_fit = TRUE
)
# calculate difference in probabilities
predicted %<>%
group_by(agency) %>%
mutate(diff = abs(sum(.fitted) - .fitted - .fitted)*100) %>%
mutate(diff = round(diff, 0) %>% str_pad(2, side = "left", pad = "0")) %>%
left_join(climateFRclimatePR %>% count(agency, name = "n_agency")) %>%
left_join( climateFRclimatePR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Agency = str_c(diff, "% increase at ", agency, ", N = ", n_agency),
Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
arrange(.fitted) %>%
ggplot() +
aes(x = Agency, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit),
alpha = .7) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
#facet_wrap("agency", ncol = 1, scales = "free") +
labs(y = 'Probability of Change in How a Rule Addresses "Climate Change"',
x = "",
color = "",#color = "Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
scale_y_continuous(breaks = c(0, .5,1)) +
theme(panel.grid.major.y = element_blank(),
panel.border = element_blank()) 
Agencies that have at least 300 comments on proposed rules that did not mention climate change (i.e., agencies where at least some of the rules in this dataset saw comments) and at least 3 rules where comments raised Climate concerns (i.e., agencies where Climate is somewhat salient).
#climate-mclimatePR-agency-top
climateFRclimatePR %>%
group_by(agency) %>%
count(agency, agency_climate_comments,sum(comments) ) %>%
kablebox()| agency | agency_climate_comments | sum(comments) | n |
|---|---|---|---|
| BLM | 172728 | 24908373 | 4 |
| CEQ | 115324 | 24908373 | 1 |
| CMS | 224 | 24908373 | 1 |
| COE | 180 | 24908373 | 1 |
| DOE | 102 | 24908373 | 1 |
| EERE | 862 | 24908373 | 49 |
| EPA | 104458 | 24908373 | 130 |
| FAR | 46 | 24908373 | 2 |
| FHWA | 704 | 24908373 | 3 |
| FTA | 62 | 24908373 | 1 |
| FWS | 337472 | 24908373 | 210 |
| HUD | 100 | 24908373 | 1 |
| NHTSA | 1856 | 24908373 | 4 |
| NOAA | 20704 | 24908373 | 38 |
| NRC | 351 | 24908373 | 1 |
| PHMSA | 136 | 24908373 | 2 |
top <- climateFRclimatePR %>%
group_by(agency) %>%
filter(sum(comments) >=300,
agency_climate_comments >=3) %>%
ungroup() %>%
.$agency %>%
unique()
# As a plot
predicted %>%
arrange(.fitted) %>%
filter(agency %in% top) %>%
ggplot() +
aes(x = Agency, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit),
alpha = .7) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
labs(y = 'Probability of Change in How a Rule Addresses "Climate Change"',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
scale_y_continuous(breaks = c(0,.5,1)) +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank())
A more selective subset: Agencies that have at least 500 comments on proposed rules that did not mention climate change (i.e., agencies where at least some of the rules in this dataset saw more than a few comments) and at least 50 rules where comments raised Climate concerns (i.e., agencies where Climate is somewhat salient).
#climate-mclimatePR-agency-toptop
# slightly more selective, requiring 100 comments
top <- climateFRclimatePR %>%
group_by(agency) %>%
filter(sum(comments) >=500,
agency_climate_comments >=50) %>%
ungroup() %>%
.$agency %>%
unique()
# As a plot
predicted %>%
arrange(.fitted) %>%
filter(agency %in% top) %>%
ggplot() +
aes(x = Agency, y = .fitted, shape = Climate_comment,color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit),
alpha = .6) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
labs(y = 'Probability of Change in How a Rule Addresses "Climate Change"',
x = "",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted change in Final Rules") +
scale_y_continuous(breaks = c(0,.5,1)) +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank())
with Agency Fixed Effects
(as well as president FE)
#climate-mclimatePR-comments-agencyFE
mclimatePR_agencyFE <- feglm (change ~ climate_comment*log(comments+1) + log(climate_comments_unique+1)
| president + agency,
data = climateFRclimatePR, se = "twoway",
family=binomial(link="logit"))
modelsummary(mclimatePR_agencyFE, stars = T)| Model 1 | |
|---|---|
| climate_commentTRUE | 0.099*** |
| (0.029) | |
| log(comments + 1) | 0.447*** |
| (0.066) | |
| log(climate_comments_unique + 1) | 0.583*** |
| (0.117) | |
| climate_commentTRUE × log(comments + 1) | -0.591*** |
| (0.141) | |
| Num.Obs. | 377 |
| R2 | |
| R2 Adj. | |
| R2 Within | |
| R2 Pseudo | 0.131 |
| AIC | 195.8 |
| BIC | 231.2 |
| Log.Lik. | -88.893 |
| Std. Errors | Two-way (president & agency) |
| FE: agency | X |
| FE: president | X |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 |
# A data frame of values at which to estimate probabilities:
values <- climateFRclimatePR %>%
tidyr::expand(comments = c(1, 10,100,1000,10000),
climate_comment,
climate_comments_unique = median(climate_comments_unique) %>% round(),
president = "Obama",
agency = "EPA")
predicted <- augment(mclimatePR_agency,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFRclimatePR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
filter(comments<10001) %>%
ggplot() +
aes(x = factor(comments),
y = .fitted,
shape = Climate_comment,
color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
#facet_wrap("climate_comment", ncol = 1) +
labs(y = 'Probability of Change in How a Rule\nAddresses "Climate Change"',
x = "Number of Comments",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank()) +
ylim(0,1) 
#climate-mclimatePR-comments-agencyFE
# A data frame of values at which to estimate probabilities:
values <- climateFRclimatePR %>%
tidyr::expand(climate_comments_unique = c(1, 10,100,1000,10000),
climate_comment = TRUE,
comments = median(comments) %>% round(),
president = "Obama",
agency = "EPA") %>%
mutate(comments = climate_comments_unique)
predicted <- augment(mclimatePR_agency,
type.predict = "response",
newdata = values,
se_fit = TRUE
) %>%
left_join(climateFRclimatePR %>% count(climate_comment, name = "n_climate_comment") ) %>%
mutate(Climate_comment = ifelse(climate_comment, "Comments Address\nClimate", "No Comments Address\nClimate") %>% str_c(", N = ", n_climate_comment))
# As a plot
predicted %>%
filter(comments<10001) %>%
ggplot() +
aes(x = factor(climate_comments_unique),
y = .fitted,
shape = Climate_comment,
color = Climate_comment) +
geom_pointrange(aes(ymin = .fitted - 1.96*.se.fit,
ymax = .fitted + 1.96*.se.fit), alpha = .7 ) +
geom_hline(yintercept = 0, linetype = 2) +
scale_color_viridis_d(begin = 0, end = .6, option = "mako") +
coord_flip() +
#facet_wrap("climate_comment", ncol = 1) +
labs(y = 'Probability of Change in How a Rule\nAddresses "Climate Change"',
x = "Number of Unique Comments\nRaising Climate Change",
color = "",#color = '"Climate Change"\nRaised by Comments',
shape = "",#shape = '"Climate Change"\nRaised by Comments',
title = "Predicted Change in Final Rules") +
theme(panel.border = element_blank(),
panel.grid.major.y = element_blank()) +
ylim(0,1) 
Example dockets
Rules where the proposed rule did address Climate, the final addressed Climate, and Comments addressed Climate:
top_dockets <- climateFRclimatePR %>%
filter(agency %in% c(top, "HUD", "FRA", "DHS", "DOJ", "ED", "DOS", "BIA", "USCBP", "OSHA", "RUS" ),
climate_fr, # climate in final
climate_comment) %>% # with climate comments
dplyr::select(docket_id, docket_title) %>% distinct() %>% pull(docket_id)
rules %>% filter(docket_id %in% top_dockets) %>% dplyr::select(docket_id, docket_title, document_type, comments, climate_comments_unique) %>% arrange(docket_id) %>% kablebox()| docket_id | docket_title | document_type | comments | climate_comments_unique |
|---|---|---|---|---|
| BLM-2016-0001 | Waste Prevention, Production Subject to Royalties, and Resource Conservation | Proposed Rule | 333785 | 95 |
| BLM-2016-0001 | Waste Prevention, Production Subject to Royalties, and Resource Conservation | Rule | 333785 | 95 |
| BLM-2016-0002 | Resource Management Planning | Proposed Rule | 3123 | 81 |
| BLM-2016-0002 | Resource Management Planning | Rule | 3123 | 81 |
| BLM-2016-0002 | Resource Management Planning | Rule | 3123 | 81 |
| BLM-2018-0001 | Waste Prevention, Production Subject to Royalties, and Resource Conservation; Rescission or Revision of Certain Requirements | Proposed Rule | 608319 | 72299 |
| BLM-2018-0001 | Waste Prevention, Production Subject to Royalties, and Resource Conservation; Rescission or Revision of Certain Requirements | Rule | 608319 | 72299 |
| CEQ-2019-0003 | Update to the Regulations Implementing the Procedural Provisions of the National Environmental Policy Act | Proposed Rule | 1145571 | 57340 |
| CEQ-2019-0003 | Update to the Regulations Implementing the Procedural Provisions of the National Environmental Policy Act | Rule | 1145571 | 57340 |
| COE-2015-0017 | Reissuance and Modification of Nationwide Permits | Proposed Rule | 600 | 68 |
| COE-2015-0017 | Reissuance and Modification of Nationwide Permits | Rule | 600 | 68 |
| EERE-2006-STD-0127 | Energy Conservation Standards for Electric and Gas Ranges and Ovens and Microwave Ovens, Dishwashers, Dehumidifiers, and Commercial Clothes Washers [71FR15059] (EERE-2006-STD-0127) | Proposed Rule | 18 | 6 |
| EERE-2006-STD-0127 | Energy Conservation Standards for Electric and Gas Ranges and Ovens and Microwave Ovens, Dishwashers, Dehumidifiers, and Commercial Clothes Washers [71FR15059] (EERE-2006-STD-0127) | Rule | 18 | 6 |
| EERE-2006-STD-0129 | Energy Efficiency Standards for Pool Heaters, Direct Heating Equipment and Water Heaters (EE-2006-STD-0129) | Proposed Rule | 68 | 11 |
| EERE-2006-STD-0129 | Energy Efficiency Standards for Pool Heaters, Direct Heating Equipment and Water Heaters (EE-2006-STD-0129) | Rule | 68 | 11 |
| EERE-2007-BT-STD-0007 | Energy Conservation Program: Energy Conservation Standards for Small Electric Motors | Proposed Rule | 9 | 0 |
| EERE-2007-BT-STD-0007 | Energy Conservation Program: Energy Conservation Standards for Small Electric Motors | Rule | 9 | 0 |
| EERE-2007-BT-STD-0012 | Energy Conservation Program for Commercial and Industrial Equipment: Packaged Terminal Air Conditioner and Packaged Terminal Heat Pump Energy Conservation Standards | Proposed Rule | 16 | 0 |
| EERE-2007-BT-STD-0012 | Energy Conservation Program for Commercial and Industrial Equipment: Packaged Terminal Air Conditioner and Packaged Terminal Heat Pump Energy Conservation Standards | Rule | 16 | 0 |
| EERE-2007-BT-STD-0016 | Energy Efficiency Program: Standards for Fluorescent Lamp Ballasts (Cross Reference Docket ID EERE-2008-BT-TP-0007) | Proposed Rule | 11 | 0 |
| EERE-2007-BT-STD-0016 | Energy Efficiency Program: Standards for Fluorescent Lamp Ballasts (Cross Reference Docket ID EERE-2008-BT-TP-0007) | Rule | 11 | 0 |
| EERE-2008-BT-STD-0005 | Energy Conservation Standards for Battery Chargers and External Power Supplies | Proposed Rule | 64 | 0 |
| EERE-2008-BT-STD-0005 | Energy Conservation Standards for Battery Chargers and External Power Supplies | Rule | 64 | 0 |
| EERE-2008-BT-STD-0005 | Energy Conservation Standards for Battery Chargers and External Power Supplies | Rule | 64 | 0 |
| EERE-2008-BT-STD-0005 | Energy Conservation Standards for Battery Chargers and External Power Supplies | Rule | 64 | 0 |
| EERE-2008-BT-STD-0005 | Energy Conservation Standards for Battery Chargers and External Power Supplies | Rule | 64 | 0 |
| EERE-2008-BT-STD-0012 | Energy Conservation Standards for Residential Refrigerators, Refrigerator Freezers and Freezers | Proposed Rule | 20 | 12 |
| EERE-2008-BT-STD-0012 | Energy Conservation Standards for Residential Refrigerators, Refrigerator Freezers and Freezers | Rule | 20 | 12 |
| EERE-2008-BT-STD-0015 | Energy Conservation Standards for Walk-in Coolers and Walk-in Freezers | Proposed Rule | 39 | 10 |
| EERE-2008-BT-STD-0015 | Energy Conservation Standards for Walk-in Coolers and Walk-in Freezers | Rule | 39 | 10 |
| EERE-2008-BT-STD-0015 | Energy Conservation Standards for Walk-in Coolers and Walk-in Freezers | Rule | 39 | 10 |
| EERE-2009-BT-STD-0018 | Energy Conservation Standards for Metal Halide Lamp Fixtures | Proposed Rule | 19 | 6 |
| EERE-2009-BT-STD-0018 | Energy Conservation Standards for Metal Halide Lamp Fixtures | Rule | 19 | 6 |
| EERE-2010-BT-STD-0003 | Energy Conservation Standards for Commercial Refrigeration Equipment | Proposed Rule | 38 | 15 |
| EERE-2010-BT-STD-0003 | Energy Conservation Standards for Commercial Refrigeration Equipment | Rule | 38 | 15 |
| EERE-2010-BT-STD-0011 | Energy Conservation Standards for Residential Furnace Fans | Proposed Rule | 20 | 7 |
| EERE-2010-BT-STD-0011 | Energy Conservation Standards for Residential Furnace Fans | Rule | 20 | 7 |
| EERE-2010-BT-STD-0011 | Energy Conservation Standards for Residential Furnace Fans | Rule | 20 | 7 |
| EERE-2010-BT-STD-0027 | Energy Conservation Standards for Electric Motors | Proposed Rule | 18 | 2 |
| EERE-2010-BT-STD-0027 | Energy Conservation Standards for Electric Motors | Rule | 18 | 2 |
| EERE-2010-BT-STD-0037 | Energy Conservation Standards for Automatic Commercial Ice Makers | Proposed Rule | 29 | 8 |
| EERE-2010-BT-STD-0037 | Energy Conservation Standards for Automatic Commercial Ice Makers | Rule | 29 | 8 |
| EERE-2010-BT-STD-0048 |
Energy Conservation Standards for Distribution Transformers (See also: Docket EERE-2011-BT-STD-0051 Low-Voltage Dry-Type Distribution Transformers http://www.regulations.gov/#!searchResults;rpp=25;po=0;s=EERE-2011-BT-STD-0051) |
Proposed Rule | 73 | 0 |
| EERE-2010-BT-STD-0048 |
Energy Conservation Standards for Distribution Transformers (See also: Docket EERE-2011-BT-STD-0051 Low-Voltage Dry-Type Distribution Transformers http://www.regulations.gov/#!searchResults;rpp=25;po=0;s=EERE-2011-BT-STD-0051) |
Rule | 73 | 0 |
| EERE-2011-BT-STD-0006 | Energy Conservation Standards for General Service Fluorescent Lamps and Incandescent Reflector Lamps | Proposed Rule | 11 | 2 |
| EERE-2011-BT-STD-0006 | Energy Conservation Standards for General Service Fluorescent Lamps and Incandescent Reflector Lamps | Rule | 11 | 2 |
| EERE-2011-BT-STD-0029 | Energy Conservation Program for Certain Industrial Equipment: Energy Conservation Standards for Commercial Heating, Air Conditioning, and Water-Heating Equipment | Proposed Rule | 11 | 0 |
| EERE-2011-BT-STD-0029 | Energy Conservation Program for Certain Industrial Equipment: Energy Conservation Standards for Commercial Heating, Air Conditioning, and Water-Heating Equipment | Rule | 11 | 0 |
| EERE-2011-BT-STD-0029 | Energy Conservation Program for Certain Industrial Equipment: Energy Conservation Standards for Commercial Heating, Air Conditioning, and Water-Heating Equipment | Rule | 11 | 0 |
| EERE-2011-BT-STD-0031 | Energy Efficiency Standards for Pumps | Proposed Rule | 15 | 0 |
| EERE-2011-BT-STD-0031 | Energy Efficiency Standards for Pumps | Rule | 15 | 0 |
| EERE-2011-BT-STD-0047 | Energy Conservation Standards for Direct Heating Equipment | Proposed Rule | 474 | 3 |
| EERE-2011-BT-STD-0047 | Energy Conservation Standards for Direct Heating Equipment | Rule | 474 | 3 |
| EERE-2012-BT-STD-0020 | Energy Conservation Standards for Commercial Clothes Washers | Proposed Rule | 8 | 2 |
| EERE-2012-BT-STD-0020 | Energy Conservation Standards for Commercial Clothes Washers | Rule | 8 | 2 |
| EERE-2012-BT-STD-0020 | Energy Conservation Standards for Commercial Clothes Washers | Rule | 8 | 2 |
| EERE-2012-BT-STD-0027 | Energy Conservation Standards for Dehumidifiers | Proposed Rule | 10 | 0 |
| EERE-2012-BT-STD-0027 | Energy Conservation Standards for Dehumidifiers | Rule | 10 | 0 |
| EERE-2012-BT-STD-0029 | Energy Efficiency Program for Commercial and Industrial Packaged Terminal Air Conditioners and Packaged Terminal Heat Pumps | Proposed Rule | 13 | 2 |
| EERE-2012-BT-STD-0029 | Energy Efficiency Program for Commercial and Industrial Packaged Terminal Air Conditioners and Packaged Terminal Heat Pumps | Rule | 13 | 2 |
| EERE-2012-BT-STD-0041 | Energy Conservation Program: Energy Conservation Standards for Single Package Vertical Air Conditioners and Single Package Vertical Heat Pumps | Proposed Rule | 12 | 0 |
| EERE-2012-BT-STD-0041 | Energy Conservation Program: Energy Conservation Standards for Single Package Vertical Air Conditioners and Single Package Vertical Heat Pumps | Rule | 12 | 0 |
| EERE-2012-BT-STD-0045 | Energy Conservation Standards Ceiling Fans and Ceiling Fan Light Kits [RIN: 1904-AC87 & RIN: 1904-AD28] | Proposed Rule | 33 | 0 |
| EERE-2012-BT-STD-0045 | Energy Conservation Standards Ceiling Fans and Ceiling Fan Light Kits [RIN: 1904-AC87 & RIN: 1904-AD28] | Rule | 33 | 0 |
| EERE-2012-BT-STD-0045 | Energy Conservation Standards Ceiling Fans and Ceiling Fan Light Kits [RIN: 1904-AC87 & RIN: 1904-AD28] | Rule | 33 | 0 |
| EERE-2012-BT-STD-0045 | Energy Conservation Standards Ceiling Fans and Ceiling Fan Light Kits [RIN: 1904-AC87 & RIN: 1904-AD28] | Rule | 33 | 0 |
| EERE-2012-BT-STD-0045 | Energy Conservation Standards Ceiling Fans and Ceiling Fan Light Kits [RIN: 1904-AC87 & RIN: 1904-AD28] | Rule | 33 | 0 |
| EERE-2012-BT-STD-0047 | Energy Efficiency Program for Consumer Products: Energy Conservation Standards for Residential Boilers | Proposed Rule | 44 | 2 |
| EERE-2012-BT-STD-0047 | Energy Efficiency Program for Consumer Products: Energy Conservation Standards for Residential Boilers | Proposed Rule | 44 | 2 |
| EERE-2012-BT-STD-0047 | Energy Efficiency Program for Consumer Products: Energy Conservation Standards for Residential Boilers | Rule | 44 | 2 |
| EERE-2013-BT-STD-0007 | Energy Conservation Standards for Small, Large, and Very Large Commercial Package Air Conditioning and Heating Equipment | Proposed Rule | 37 | 6 |
| EERE-2013-BT-STD-0007 | Energy Conservation Standards for Small, Large, and Very Large Commercial Package Air Conditioning and Heating Equipment | Rule | 37 | 6 |
| EERE-2013-BT-STD-0021 | Energy Conservation Standards for Commercial Warm Air Furnaces | Proposed Rule | 14 | 2 |
| EERE-2013-BT-STD-0021 | Energy Conservation Standards for Commercial Warm Air Furnaces | Rule | 14 | 2 |
| EERE-2013-BT-STD-0022 | Energy Conservation Program: Energy Conservation Standards for Refrigerated Bottled or Canned Beverage Vending Machines (BVM) | Proposed Rule | 1139 | 3 |
| EERE-2013-BT-STD-0022 | Energy Conservation Program: Energy Conservation Standards for Refrigerated Bottled or Canned Beverage Vending Machines (BVM) | Rule | 1139 | 3 |
| EERE-2013-BT-STD-0030 | Energy Conservation Standards for Commercial Packaged Boilers | Proposed Rule | 31 | 7 |
| EERE-2013-BT-STD-0030 | Energy Conservation Standards for Commercial Packaged Boilers | Rule | 31 | 7 |
| EERE-2013-BT-STD-0033 | Energy Conservation Standards for Portable Air Conditioners | Proposed Rule | 10 | 2 |
| EERE-2013-BT-STD-0033 | Energy Conservation Standards for Portable Air Conditioners | Rule | 10 | 2 |
| EERE-2013-BT-STD-0033 | Energy Conservation Standards for Portable Air Conditioners | Rule | 10 | 2 |
| EERE-2013-BT-STD-0040 | Energy Conservation Standards for Commercial and Industrial Air Compressors | Proposed Rule | 21 | 5 |
| EERE-2013-BT-STD-0040 | Energy Conservation Standards for Commercial and Industrial Air Compressors | Rule | 21 | 5 |
| EERE-2014-BT-STD-0027 | Energy Conservation Program for Certain Industrial Equipment: Energy Conservation Standards for Commercial Prerinse Spray Valves | Proposed Rule | 11 | 0 |
| EERE-2014-BT-STD-0027 | Energy Conservation Standards for Commercial Prerinse Spray Valves | Rule | 11 | 0 |
| EERE-2015-BT-STD-0016 | Energy Conservation Standards for Certain Equipment Classes of Walk-In Cooler and Freezer Refrigeration Systems | Proposed Rule | 19 | 2 |
| EERE-2015-BT-STD-0016 | Energy Conservation Standards for Certain Equipment Classes of Walk-In Cooler and Freezer Refrigeration Systems | Rule | 19 | 2 |
| EERE-2016-BT-STD-0022 | Energy Conservation Standards for Battery Chargers - Uninterruptable Power Supplies | Proposed Rule | 10 | 0 |
| EERE-2016-BT-STD-0022 | Energy Conservation Standards for Battery Chargers - Uninterruptable Power Supplies | Rule | 10 | 0 |
| EPA-HQ-OAR-2001-0017 | Review of the National Ambient Air Quality Standards (NAAQS) for Particulate Matter (PM) | Proposed Rule | 135140 | 24 |
| EPA-HQ-OAR-2001-0017 | Review of the National Ambient Air Quality Standards (NAAQS) for Particulate Matter (PM) | Rule | 135140 | 24 |
| EPA-HQ-OAR-2001-0017 | Review of the National Ambient Air Quality Standards (NAAQS) for Particulate Matter (PM) | Rule | 135140 | 24 |
| EPA-HQ-OAR-2002-0061 | Compliance Determination for the Waste Isolation Plant (WIPP) | Proposed Rule | 0 | 0 |
| EPA-HQ-OAR-2002-0061 | Compliance Determination for the Waste Isolation Plant (WIPP) | Rule | 0 | 0 |
| EPA-HQ-OAR-2003-0215 | Standards of Performance for Municipal Solid Waste Landfills | Proposed Rule | 68 | 16 |
| EPA-HQ-OAR-2003-0215 | Standards of Performance for Municipal Solid Waste Landfills | Rule | 68 | 16 |
| EPA-HQ-OAR-2003-0215 | Standards of Performance for Municipal Solid Waste Landfills | Rule | 68 | 16 |
| EPA-HQ-OAR-2004-0488 | Significant New Alternatives Policy (SNAP) Program 2005 | Proposed Rule | 11 | 3 |
| EPA-HQ-OAR-2004-0488 | Significant New Alternatives Policy (SNAP) Program 2005 | Rule | 11 | 3 |
| EPA-HQ-OAR-2004-0488 | Significant New Alternatives Policy (SNAP) Program 2005 | Rule | 11 | 3 |
# final rule text where the pr did not address climate
climateFR %>%
filter(agency_id %in% c(top, "HUD", "FRA", "DHS", "DOJ", "ED", "DOS", "BIA", "USCBP", "OSHA", "RUS" )) %>%
filter(docket_id %in% climateFRclimatePR$docket_id, # climate_added
docket_id %in% climatecomments$docket_id) %>% # climatecomments
distinct(docket_id, title, summary) %>% kablebox()| title | docket_id | summary |
|---|---|---|
| Pollutant-Specific Significant Contribution Finding for Greenhouse Gas Emissions from New, Modified, and Reconstructed Stationary Sources: Electric Utility Generating Units, and Process for Determining Significance of Other New Source Performance Standards Source Categories | EPA-HQ-OAR-2013-0495 | change but rather regarding interpretation of statutory language and legal opinion as to whether the change. Calculations using the Model for the Assessment of Greenhouse Gas Induced Climate Change MAGICC model In contrast, the impact of GHGs e.g., climate change is based on a cumulative global loading, and change. |
| Air Quality State Implementation Plans; Approvals and Promulgations: Prevention of Significant Deterioration and Nonattainment New Source Review; Project Emissions Accounting | EPA-HQ-OAR-2018-0048 |
American Wood Council AWC , House Energy & Commerce Committee, Subcommittee on Environment, and Climate Change, Oversight Hearing on New Source Review Permitting Challenges for Manufacturing and Infrastructure </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removing the Gray Wolf (Canis lupus) from the List of Endangered and Threatened Wildlife </td> <td style="text-align:left;"> FWS-HQ-ES-2018-0097 </td> <td style="text-align:left;"> As part of this evaluation, we assessed climate change, prey availability, and the Hendricks et al. Also see Our Response to Comment 113, which addresses concerns related to climate change effects on Effects of Climate Change Comment 113 Three commenters disagreed with our assessment of climate that the impacts of climate change should be researched before delisting occurs. change see Effects of Climate Change . </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Reclassification of the American Burying Beetle </td> <td style="text-align:left;"> FWS-R2-ES-2018-0029 </td> <td style="text-align:left;"> Most considerations of climate change in Endangered Species Act classification decisions hinge upon whether climate change will manifest in changing habitat conditions and how the species is likely to Geological Survey s National Climate Change Viewer. Projected climate changes could limit reproduction in the future to an even greater extent. The Southern Plains analysis areas are currently experiencing the effects of climate change. </td> </tr> <tr> <td style="text-align:left;"> Steam Electric Reconsideration Rule </td> <td style="text-align:left;"> EPA-HQ-OW-2009-0819 </td> <td style="text-align:left;"> Changes in climate change impacts from CO2 emissions............ The SC CO2 estimates used in the analysis for this final rule focus on the direct impacts of climate change that are anticipated to occur within U.S. borders. Climate change.................................. 14 </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Coastal Distinct Population Segment of the Pacific Marten </td> <td style="text-align:left;"> FWS-R8-ES-2018-0076 </td> <td style="text-align:left;"> changes . The effects from climate change are projected to result in longer wildfire seasons, producing more change, etc. . change effects will result in habitat loss. change Factor E . </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants: Threatened Species Status for Eastern Black Rail with a Section 4(d) Rule </td> <td style="text-align:left;"> FWS-R4-ES-2018-0057 </td> <td style="text-align:left;"> change ; and redundancy refers to the ability of the species to withstand catastrophic events for change and sea level rise predictions to estimate probable coastal marsh habitat loss rates. Response We recognize that there are scientific differences of opinion on many aspects of climate change change, including sea level rise, from around the world. While we cannot prohibit incidental take that may result from the effects of climate change, such as </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Designation of Critical Habitat for the Trispot Darter </td> <td style="text-align:left;"> FWS-R4-ES-2018-0073 </td> <td style="text-align:left;"> creates barriers to movement; 6 changes and shifts in seasonal precipitation patterns as a result of climate change; 7 other watershed and floodplain disturbances that release sediments or nutrients into the </td> </tr> <tr> <td style="text-align:left;"> Oil and Natural Gas Sector: Emission Standards for New, Reconstructed, and Modified Sources Reconsideration </td> <td style="text-align:left;"> EPA-HQ-OAR-2017-0483 </td> <td style="text-align:left;"> Executive Order 13783 for use in regulatory analyses until an improved estimate of the impacts of climate change to the U.S. </td> </tr> <tr> <td style="text-align:left;"> Oil and Natural Gas Sector: Emission Standards for New, Reconstructed, and Modified Sources Review </td> <td style="text-align:left;"> EPA-HQ-OAR-2017-0757 </td> <td style="text-align:left;"> Change. change. change mitigation becomes more acute. One commenter states that because climate change is a global phenomenon, small percentage changes are change. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: 12-Month Finding on a Petition To Identify the Northwest Atlantic Leatherback Turtle as a Distinct Population Segment and List It as Threatened Under the Endangered Species Act </td> <td style="text-align:left;"> NOAA-NMFS-2017-0147 </td> <td style="text-align:left;"> That said, according to the Intergovernmental Panel on Climate Change IPCC , climate change may be Climate Change Climate change is a threat to the NW Atlantic DPS. Climate Change Climate change poses a threat to the SW Atlantic DPS. Climate Change Climate change is a threat to the SW Indian DPS. Climate Change Climate change is a threat to the NE Indian DPS. Climate Change and Marine Turtles. The Biology of Sea Turtles. p. 353. Climate change and marine turtles. Endangered Species Research 7 137 154. AR4 Climate Change 2007 Synthesis Report. IPCC. 2014. Travelling through a warming world climate change and migratory species. Nature Climate Change 2 814. Sadove SS, Morreale SJ. 1989. </td> </tr> <tr> <td style="text-align:left;"> Update to the Regulations Implementing the Procedural Provisions of the National Environmental Policy Act </td> <td style="text-align:left;"> CEQ-2019-0003 </td> <td style="text-align:left;"> In response to the NPRM, commenters expressed concerns that impacts of climate change on a proposed Trends determined to be a consequence of climate change would be characterized in the baseline analysis NPRM, commenters stated that agencies would no longer consider the impacts of a proposed action on climate change. The analysis of the impacts on climate change will depend on the specific circumstances of the proposed </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants: Designation of Critical Habitat for Sonoyta Mud Turtle </td> <td style="text-align:left;"> FWS-R2-ES-2017-0014 </td> <td style="text-align:left;"> stated that additional critical habitat should be designated to serve as refugia to account for future climate change impacts to the Sonoyta mud turtle, prevent adverse modification from groundwater pumping, and </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removing the Borax Lake Chub From the List of Endangered and Threatened Wildlife </td> <td style="text-align:left;"> FWS-R1-ES-2017-0035 </td> <td style="text-align:left;"> Finally, as discussed below, our understanding of the potential future effects of climate change on We also include an analysis of the effects of climate change as a potential threat to habitat in the Effects of Climate Change The Intergovernmental Panel on Climate Change IPCC concluded that the The National Climate Change Viewer is based on the mean of 30 models, which can be used to predict Potential impacts of climate change are addressed in this final rule under A. </td> </tr> <tr> <td style="text-align:left;"> The Safer Affordable Fuel-Efficient (SAFE) Vehicles Rule for Model Years 2021-2026 Passenger Cars and Light Trucks </td> <td style="text-align:left;"> NHTSA-2018-0067 </td> <td style="text-align:left;"> Climate Change 2013 The Physical Science Basis. on climate change. Second Assessment Climate Change 1995. Inventories. changes in climate change variables. Climatic Change 120 3 601 14 2013 . </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Endangered Species Status for Southern Sierra Nevada Distinct Population Segment of Fisher </td> <td style="text-align:left;"> FWS-R8-ES-2018-0105 </td> <td style="text-align:left;"> ., loss of snags and other large habitat structures on which the species relies , climate change, and Climate Change Overall, fisher habitat is likely to be affected by changing climate conditions, Climate Change The general climate change related effects discussed above see General Threats Information lands mitigate and decrease the threats of climate change to fisher. Significant new information or updates are included in the Climate Change sections above. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Island Marble Butterfly and Designation of Critical Habitat </td> <td style="text-align:left;"> FWS-R1-ES-2016-0145 </td> <td style="text-align:left;"> Climate Change Our analyses under the Act include consideration of ongoing and projected changes One predicted stressor associated with climate change for herbivorous plant eating insect species Sea level rise associated with climate change is expected to continue as polar ice melts, leading to to be nearly universal, warming associated with climate change is expected to be variable or even No conservation efforts currently address collisions with vehicles or the effects of climate change. </td> </tr> <tr> <td style="text-align:left;"> The Safer Affordable Fuel-Efficient (SAFE) Vehicles Rule for Model Years 2021–2026 Passenger Cars and Light Trucks </td> <td style="text-align:left;"> EPA-HQ-OAR-2018-0283 </td> <td style="text-align:left;"> Climate Change 2013 The Physical Science Basis. on climate change. Second Assessment Climate Change 1995. Inventories. changes in climate change variables. Climatic Change 120 3 601 14 2013 . </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Reclassifying the Golden Conure from Endangered to Threatened with a Section 4(d) Rule </td> <td style="text-align:left;"> FWS-HQ-ES-2015-0019 </td> <td style="text-align:left;"> Projected Effects From Climate Change Changes in Brazil s climate and associated changes to the The 2013 Intergovernmental Panel on Climate Change IPCC predicted that by 2100, South America will National Climate Change Assessment 2014, p. 821 . National Climate Change Assessment 2014, p. 821 . We examined the following threats Habitat loss; illegal collection and trade; climate change; and </td> </tr> <tr> <td style="text-align:left;"> The Safer Affordable Fuel-Efficient Vehicles Rule Part One: One National Program </td> <td style="text-align:left;"> NHTSA-2018-0067 </td> <td style="text-align:left;"> change goals to reduce the threat that climate change poses to California s public health, water resources change, separate from the question whether climate change and its impacts on California constitute See also Intergovernmental Panel on Climate Change IPCC Observed Climate Change Impacts Database, change and the effect of global climate change on California.Estimating Economic Damage from Climate Change in the United States, 356 Science 1362 2017 .
|
| Renewable Fuel Standard Program: Standards for 2020 and Biomass-Based Diesel Volume for 2021 and Other Changes | EPA-HQ-OAR-2019-0136 | These direct and indirect costs and benefits may include infrastructure costs, investment, climate change impacts, air quality impacts, and energy security benefits, which all to some degree may be affected impact of the production and use of renewable fuels on the environment, including on air quality, climate change, conversion of wetlands, ecosystems, wildlife habitat, water quality, and water supply; |
| 2020-01-10 Energy Conservation Program: Energy Conservation Standards for Portable Air Conditioners; Final rule | EERE-2013-BT-STD-0033 | Based on the Fifth Assessment Report of the Intergovernmental Panel on Climate Change,\67 DOE used In Climate Change 2013 The Physical Science Basis. As a result, any effort to quantify and monetize the harms associated with climate change will raise The climate change problem is highly unusual in at least two respects. Second, climate change presents a problem that the U.S. alone cannot solve. |
| 2020-01-10 Energy Conservation Program: Energy Conservation Standards for Uninterruptible Power Supplies; Final rule | EERE-2016-BT-STD-0022 | As a result, any effort to quantify and monetize the harms associated with climate change will raise change. The climate change problem is highly unusual in at least two respects. Second, climate change presents a problem that the United States alone cannot solve. change. |
| 2020-01-10 Energy Conservation Program: Energy Conservation Standards for Air Compressors; Final rule | EERE-2013-BT-STD-0040 | As a result, any effort to quantify and monetize the harms associated with climate change will raise The Joint Advocates commented that accounting for the economic harms caused by climate change is a critical change. The climate change problem is highly unusual in at least two respects. Second, climate change presents a problem that the United States alone cannot solve. |
| 2020-01-10 Energy Conservation Program: Energy Conservation Standards for Commercial Packaged Boilers; Final rule | EERE-2013-BT-STD-0030 | Based on the Fifth Assessment Report of the Intergovernmental Panel on Climate Change,\71 DOE used Chapter 8 in Climate Change 2013 The Physical Science Basis. As a result, any effort to quantify and monetize the harms associated with climate change will raise As discussed in appendix 14A of the final rule TSD, the climate change problem is highly unusual in Second, climate change presents a problem that the United States alone cannot solve. |
| Endangered and Threatened Species: Removing the Hawaiian Hawk From the Federal List of Endangered and Threatened Wildlife | FWS-R1-ES-2007-0024 | We do not consider effects related to climate change to be a substantial threat to the species at this time, and we do not expect climate change effects to rise to the magnitude or severity such that the While we recognize that climate change effects, such as rising ambient atmospheric temperature, increased We expect that the Hawaiian hawk s susceptibility to climate change effects is low into the foreseeable In response to climate change, such environmental conditions are changing. |
| Endangered and Threatened Species: Reclassifying the Hawaiian Goose from Endangered to Threatened with a Section 4(d) Rule | FWS-R1-ES-2017-0050 | Environmental effects from climate change are likely to exacerbate the impacts of drought, hurricanes Impacts associated with climate change may become a threat in the future. In addition, projected warmer temperatures and increased storm severity resulting from climate change The rise in sea level projected by climate change models Spada et al. 2013, p. 484; Polhemus 2015, However, impacts to nene and nene habitat from the effects of climate change are not fully known. |
| 2017 and Later Model Year Light-Duty Vehicle Greenhouse Gas Emissions and Corporate Average Fuel Economy Standards | NHTSA-2010-0131 | Climate Change Impacts From GHG Emissions 3. associated with climate change. change in general and the high rates of observed climate change in the Arctic in particular. In Climate Change 2007 The Physical Science Basis. Climatic Change, 68 1 2 21 39. |
| Endangered and Threatened Species: Status for Meltwater Lednian Stonefly and Western Glacier Stonefly | FWS-R6-ES-2016-0086 | Thus, our analysis Page 64215 under Factor A focuses on the expected effects of climate change Climate Change See the proposed listing rule for general background information on global climate Second, the effect of climate change on glaciers in GNP has been modeled within that timeframe e.g. Glacier Loss Glacier loss in GNP is directly influenced by climate change e.g., Hall and Fagre We incorporated information on how rock glaciers might respond to climate change under Factor A. |
| Endangered and Threatened Species: Removing Oenothera coloradensis (Colorado Butterfly Plant) From the Federal List of Endangered and Threatened Plants | FWS-R6-ES-2018-0008 |
Since the time of listing, oil and gas development and climate change have become potential threats Climate Change Impacts from climate change were not considered in the final rule to list the species The terms climate andclimate change are defined by the Intergovernmental Panel on Climate Change Climate change may affect the timing and amount of precipitation as well as other factors linked to Our Response The potential effects of climate change on the viability of this species are discussed
|
| Endangered and Threatened Wildlife and Plants: Status for Barrens Topminnow | FWS-R4-ES-2017-0094 | Climate change Factor E is a threat to the Barrens topminnow. primarily to predation by the western mosquitofish, but secondarily to habitat alternation exacerbated by climate change, the overall condition of the species is low, based on population resiliency and rangewide |
| Endangered and Threatened Species: Removing the Kirtland’s Warbler from the Federal List of Endangered and Threatened Wildlife | FWS-R3-ES-2018-0005 | Climate Change Our analyses under the ESA include consideration of ongoing and projected changes Panel on Climate Change IPCC IPCC 2014, entire . The effects of climate change on Kirtland s warblers were not identified as a threat to the species Our Response 10 Climate change predictions are variable and in many cases uncertain. E Climate Change. |
| Endangered and Threatened Wildlife and Plants: Yellow-cedar - Twelve Species Not Warranted for Listing as Endangered or Threatened Species | FWS-R7-ES-2015-0025 | change, including increased temperatures, flooding, and storms. change, including drought. In addition, while stressors caused by effects of climate change could occur over time, we do not expect The primary stressors affecting the species biological status include the effects of climate change Despite impacts from effects of climate change, timber harvest, fire, and other stressors, the species |
| Endangered and Threatened Wildlife and Plants: Southern Hog-Nosed Snake - Twelve Species Not Warranted for Listing as Endangered or Threatened Species | FWS-R4-ES-2015-0063 | change, including increased temperatures, flooding, and storms. change, including drought. In addition, while stressors caused by effects of climate change could occur over time, we do not expect The primary stressors affecting the species biological status include the effects of climate change Despite impacts from effects of climate change, timber harvest, fire, and other stressors, the species |
| Endangered and Threatened Wildlife and Plants: Removal of the Monito Gecko (Sphaerodactylus micropithecus) from the Federal List of Endangered and Threatened Wildlife | FWS-R4-ES-2017-0082 | Despite potential climate change effects from a gradual warming trend for Puerto Rico, we expect the 3 Comment Several commenters specified that there is evidence based support that climate change We continue to conclude that climate change does not constitute a threat to the species to the extent how the Monito gecko will respond to predicted climate change scenarios and how they might affect Some researchers suggest that climate change will increase the thermal stress on tropical lizards, |
| Endangered and Threatened Species: Endangered Species Status for Southern Mountain Caribou Distinct Population Segment | FWS-R1-ES-2012-0097 |
Littell et al. 2009, p. 14 see Climate Change, below , thereby continuing to impact caribou The termsclimate and climate change are defined by the Intergovernmental Panel on Climate Change IPCC , an international body established in 1988 to assess the science related to climate change Finally, regarding climate change, the information currently available on the effects of global climate Regarding ecosystem specific climate change analysis, current climate change modeling does not allow </td> </tr> <tr> <td style="text-align:left;"> The Safer Affordable Fuel-Efficient Vehicles Rule Part One: One National Program </td> <td style="text-align:left;"> EPA-HQ-OAR-2018-0283 </td> <td style="text-align:left;"> change goals to reduce the threat that climate change poses to California s public health, water resources change, separate from the question whether climate change and its impacts on California constitute See also Intergovernmental Panel on Climate Change IPCC Observed Climate Change Impacts Database, change and the effect of global climate change on California.Estimating Economic Damage from Climate Change in the United States, 356 Science 1362 2017 .
|
| Endangered and Threatened Species: Removing the Foskett Speckled Dace from the List of Endangered and Threatened Wildlife | FWS-R1-ES-2017-0051 | change, we added information to the climate change discussion under Factor E in Summary of Factors Modeling of climate change impacts suggest little change in environmental conditions over the next The Intergovernmental Panel on Climate Change IPCC concluded that the evidence for warming of the Numerous long term climate changes have been observed including changes in arctic temperatures and The National Climate Change Viewer is based on the mean of 30 models, which can be used to predict |
| Civil Penalties | NHTSA-2018-0017 | Increased global GHG emissions are associated with climate change, which includes increasing average |
| A-93-02-FR-5-18-1998 Criteria for the Certification and Recertification of the Waste Isolation Pilot Plant’s Compliance With the Disposal Regulations: Certification Decision | EPA-HQ-OAR-2002-0061 | The EPA did not receive substantive comments on these issues, except for dissolution related to climate change. For climatic changes, EPA found DOE s approach to be conservative and consistent with the compliance |
| Repeal of the Clean Power Plan; Emission Guidelines for Greenhouse Gas Emissions From Existing Electric Utility Generating Units; Revisions to Emission Guidelines Implementing Regulations | EPA-HQ-OAR-2017-0355 |
The challenges posed by global climate change present questions of deepeconomic and political The SC CO2 estimates used in the RIA for these rulemakings focus on the direct impacts of climate change
|
| Endangered and Threatened Species: Threatened Species Status for Trispot Darter | FWS-R4-ES-2017-0063 | All of these factors are exacerbated by the effects of climate change Factor E . changes ; and redundancy supports the ability of the species to withstand catastrophic events for Regarding climate, the Intergovernmental Panel on Climate Change utilized a suite of alternative scenarios The models that were used to forecast both urbanization and climate change projected 50 years into changes, and the species expected response to threats. |
| Air Quality State Implementation Plans; Approvals and Promulgations: Good Neighbor Obligations for the 2008 Ozone National Ambient Air Quality Standard | EPA-HQ-OAR-2018-0225 | .\121 The emission inventories used for Canada were received from Environment and Climate Change Canada time that future year projected inventories for Canada were provided directly by Environment and Climate Change Canada and the new inventories are thought to be an improvement over inventories projected by |
| Renewable Fuel Standard Program: Standards for 2019 and Biomass-Based Diesel Volume for 2020 | EPA-HQ-OAR-2018-0167 | These direct and indirect costs and benefits may include infrastructure costs, investment, climate change impacts, air quality impacts, and energy security benefits, which all are to some degree affected impact of the production and use of renewable fuels on the environment, including on air quality, climate change, conversion of wetlands, ecosystems, wildlife habitat, water quality, and water supply; |
| Implementation of the 2015 National Ambient Air Quality Standards for Ozone: Nonattainment Area State Implementation Plan Requirements | EPA-HQ-OAR-2016-0202 | in wildland fire emissions due to a program of prescribed fire or due to any other cause, including climate change. |
| Air Quality: Revision to the Regulatory Definition of Volatile Organic Compounds-Exclusion of cis-1,1,1,4,4,4-hexafluorobut-2-ene (HFO-1336mzz-Z) | EPA-HQ-OAR-2017-0175 | Contribution to Climate Change C. Response to Comments and Conclusion IV. Final Action V. change. Contribution to Climate Change The Intergovernmental Panel on Climate Change IPCC Fifth Assessment IPCC, 2007 Climate Change 2007 The Physical Science Basis. IPCC, 2013 Climate Change 2013 The Physical Science Basis. |
| Endangered and Threatened Species: Removing Deseret Milkvetch (Astragalus desereticus) from the Federal List of Endangered and Threatened Plants | FWS-R6-ES-2016-0013 |
Effects of Climate Change Impacts from climate change were not considered in our October 20, 1999 The terms climate andclimate change are defined by the Intergovernmental Panel on Climate The term climate change thus refers to a change in the mean or variability of one or more measures Therefore, based upon available information, we conclude that Page 52781 climate change is Deseret milkvetch and its genus are likely adapted to drought related to climate change. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: List the Chambered Nautilus as Threatened under the Endangered Species Act </td> <td style="text-align:left;"> NOAA-NMFS-2016-0098 </td> <td style="text-align:left;"> frame allows for consideration of the previously discussed impacts on chambered nautilus habitat from climate change and the potential effects on the status of this species. </td> </tr> <tr> <td style="text-align:left;"> Waste Prevention, Production Subject to Royalties, and Resource Conservation; Rescission or Revision of Certain Requirements </td> <td style="text-align:left;"> BLM-2018-0001 </td> <td style="text-align:left;"> change to the U.S. can be developed. change, which is consistent with OMB Circular A 4. When assessing domestic impacts of climate change, the benefits of many of the emissions targeting mass migrations, and manage changing security needs e.g., in the Arctic as a result of overseas climate change impacts. </td> </tr> <tr> <td style="text-align:left;"> 2014-12-15 Energy Conservation Program: Energy Conservation Standards for Commercial Clothes Washers; Final Rule. </td> <td style="text-align:left;"> EERE-2012-BT-STD-0020 </td> <td style="text-align:left;"> Based on the Fifth Assessment Report of the Intergovernmental Panel on Climate Change IPCC ,\42\ DOE Change, Climate Change 2013 The Physical Science Basis. As a result, any effort to quantify and monetize the harms associated with climate change will raise change. change increases. </td> </tr> <tr> <td style="text-align:left;"> 2011-11-18 Energy Conservation Program: Energy Conservation Standards for Direct Heating Equipment; Final Rule </td> <td style="text-align:left;"> EERE-2011-BT-STD-0047 </td> <td style="text-align:left;"> the potential effects of emission reductions likely to result from the rule in the context of global climate change, as well as other types of environmental impacts. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Designation of Critical Habitat for Three Plant Species on Hawaii Island </td> <td style="text-align:left;"> FWS-R1-ES-2013-0028 </td> <td style="text-align:left;"> , weed control, human activities management, public education and awareness, small mammal control, climate change, and fire management TMA Management Plan 2007, pp. 16 21 . change. We will also continue to evaluate new data and information regarding the threat of climate change and change; predation or herbivory by ungulates, nonnative vertebrates, and invertebrates; and other threats </td> </tr> <tr> <td style="text-align:left;"> 2012-05-16 Energy Conservation Program for Certain Industrial Equipment: Energy Conservation Standards and Test Procedures for Commercial Heating, Air-Conditioning, and Water-Heating Equipment; Final Rule </td> <td style="text-align:left;"> EERE-2011-BT-STD-0029 </td> <td style="text-align:left;"> As a result, any effort to quantify and monetize the harms associated with climate change will raise change and its impacts on society improves over time. change damages from reduced CO2 emissions. Change. change increases. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Listing the Hyacinth Macaw </td> <td style="text-align:left;"> FWS-R9-ES-2012-0013 </td> <td style="text-align:left;"> At a national level, climate change may induce significant reductions in forestland in all Brazilian These uncertainties make it challenging to predict the likely effects of continued climate change on Using two climate change scenarios, 18 56 species were predicted to go extinct in the Cerrado, while Climate change has the potential to further decrease the specialized habitat needed by the hyacinth Climate change models have predicted increasing temperatures and decreasing rainfall throughout most </td> </tr> <tr> <td style="text-align:left;"> 2013-04-18 Energy Conservation Program: Energy Conservation Standards for Distribution Transformers; Final Rule. </td> <td style="text-align:left;"> EERE-2010-BT-STD-0048 </td> <td style="text-align:left;"> As a result, any effort to quantify and monetize the harms associated with climate change will raise change and its impacts on society improves over time. change damages from reduced CO2 emissions. Change. change increases. </td> </tr> <tr> <td style="text-align:left;"> 2015-01-28 Energy Conservation Program: Energy Conservation Standards for Automatic Commercial Ice Makers; Final Rule. </td> <td style="text-align:left;"> EERE-2010-BT-STD-0037 </td> <td style="text-align:left;"> Based on the Fourth Assessment Report of the Intergovernmental Panel on Climate Change,\57\ DOE used Change. Climate Change 2013 The Physical Science Basis. As a result, any effort to quantify and monetize the harms associated with climate change will raise Second, climate change presents a problem that the United States alone cannot solve. </td> </tr> <tr> <td style="text-align:left;"> 2014-05-29 Energy Conservation Program: Energy Conservation Standards for Commercial and Industrial Electric Motors; Final Rule. </td> <td style="text-align:left;"> EERE-2010-BT-STD-0027 </td> <td style="text-align:left;"> Based on the Fourth Assessment Report of the Intergovernmental Panel on Climate Change,\77\ DOE used In Climate Change 2007 The Physical Science Basis. Change. As a result, any effort to quantify and monetize the harms associated with climate change will raise change. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Final Rulemaking to Designate Critical Habitat for Main Hawaiian Islands Insular False Killer Whale Distinct Population Segment </td> <td style="text-align:left;"> NOAA-NMFS-2017-0093 </td> <td style="text-align:left;"> medium level threats such as environmental contaminants, competition with fisheries for food, effects from climate change, and acoustic disturbance may also play a role in impeding recovery NMFS 2016 . went on to note that an expansion of critical habitat into this region may also shield the DPS from climate change impacts and prepare for range shifts in the DPS or in their prey as a result of climate change Further, climate change predictions do not provide information that would allow us to conclude that </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removing Trichostema austromontanum ssp. compactum (Hidden Lake Bluecurls) From the Federal List of Endangered and Threatened Plants </td> <td style="text-align:left;"> FWS-R8-ES-2016-0127 </td> <td style="text-align:left;"> Although information exists regarding potential impacts from climate change beyond a 50 year timeframe Trampling, low numbers of individuals, and climate change are discussed below. Climate Change Here, we consider observed or likely environmental changes resulting from ongoing Thus, rapid climate change is adding to other sources of extinction pressures, such as land use and Since listing, we have become aware of the potential for anthropogenic climate change to affect all </td> </tr> <tr> <td style="text-align:left;"> National Performance Management Measures: Assessing Performance of the National Highway System, FreightMovement on the Interstate System, and Congestion Mitigation and Air Quality Improvement Program </td> <td style="text-align:left;"> FHWA-2017-0025 </td> <td style="text-align:left;"> change, as part of a State s highway system performance. change, those actions were not taken to fulfill the statutory mandate of section 150, and therefore change effects. change. That commenter also stated that emissions that cause climate change would be a critical aspect of NHS </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Reclassifying Tobusch Fishhook Cactus From Endangered to Threatened and Adopting New Scientific Name </td> <td style="text-align:left;"> FWS-R2-ES-2016-0130 </td> <td style="text-align:left;"> It is likely that projected climate changes will affect Tobusch fishhook cactus, but we do not currently cactus viability, the effects from climate change on the threats to Tobusch fishhook cactus are likely We used the National Climate Change Viewer NCCV; U.S. Vegetation and fire frequency may also be influenced by climate changes. Consequently, we do not know what the net effect of climate changes will be on vegetation and wildfire </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Reclassifying Echinocereus fendleri var. kuenzleri from Endangered to Threatened </td> <td style="text-align:left;"> FWS-R2-ES-2016-0137 </td> <td style="text-align:left;"> The 2016 5 year status review identified climate change effects i.e., lengthening of drought duration We also analyzed the climate change models specific to the occupied area Service 2017, p. 20 . The long term impacts of wildfire, livestock grazing, effects of climate change Factor A , illicit We anticipate that effects due to climate change such as a decrease in precipitation and a substantial However, due to continued threats from wildfire, livestock grazing, effects of climate change Factor </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removal of the Lesser Long-nosed Bat From the Federal List of Endangered and Threatened Wildlife </td> <td style="text-align:left;"> FWS-R2-ES-2016-0138 </td> <td style="text-align:left;"> These experts included lesser long nosed bat biologists, as well as experts in climate change modeling In the most recent assessment of climate change impacts by the Intergovernmental Panel on Climate Change The best available information indicates that ongoing climate change will probably have some effect Comment 3 One peer reviewer expressed concern that habitat loss and climate change could create a climate change will be beyond a relatively short timeframe. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removing the Black-capped Vireo from the Federal List of Endangered and Threatened Wildlife </td> <td style="text-align:left;"> FWS-R2-ES-2016-0110 </td> <td style="text-align:left;"> In addition, we considered the effects of climate change on available breeding and wintering habitat Climate Change Factor E The effects of climate change are a concern in ecosystems that are sensitive Our Response We evaluated the concern of climate change on the species by reviewing relevant studies The ability to predict and associate drought with climate change is complicated. The long term timeframe is associated with specific climate change models relevant to the species and </td> </tr> <tr> <td style="text-align:left;"> 2010-03-09 Energy Conservation Program: Energy Conservation Standards for Small Electric Motors; Final rule. </td> <td style="text-align:left;"> EERE-2007-BT-STD-0007 </td> <td style="text-align:left;"> change. As a result, any effort to quantify and monetize the harms associated with climate change will raise change damages from reduced CO2 emissions. change increases. change increases. </td> </tr> <tr> <td style="text-align:left;"> 2010-04-16 Energy Conservation Program: Energy Conservation Standards for Residential Water Heaters, Direct Heating Equipment, and Pool Heaters; Final rule </td> <td style="text-align:left;"> EERE-2006-STD-0129 </td> <td style="text-align:left;"> change. As a result, any effort to quantify and monetize the harms associated with climate change will raise change damages from reduced CO2 emissions. change increases. change increases. </td> </tr> <tr> <td style="text-align:left;"> 2011-11-14 Energy Conservation Program: Energy Conservation Standards for Fluorescent Lamp Ballasts; Final Rule. </td> <td style="text-align:left;"> EERE-2007-BT-STD-0016 </td> <td style="text-align:left;"> As a result, any effort to quantify and monetize the harms associated with climate change will raise change and its impacts on society improves over time. change damages from reduced CO2 emissions. Change. change increases. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Louisiana Pinesnake; Threatened Species Status </td> <td style="text-align:left;"> FWS-R4-ES-2016-0121 </td> <td style="text-align:left;"> The effects of climate change are predicted to have profound impacts on humans and wildlife in nearly every part of the world International Panel on Climate Change IPCC 2014, p. 6 . change. change scenarios Gan 2004, p. 68 . , and location of impacts due to climate effects, climate change is not currently considered a threat </td> </tr> <tr> <td style="text-align:left;"> 2009-04-08 Energy Conservation Program: Energy Conservation Standards for Certain Consumer Products (Dishwashers, Dehumidifiers, Microwave Ovens, and Electric and Gas Kitchen Ranges and Ovens) and for Certain Commercial and Industrial Equipment (Commercial Clothes Washers); Final Rule. </td> <td style="text-align:left;"> EERE-2006-STD-0127 </td> <td style="text-align:left;"> Change IPCC .40 DOE derived the IPCC VerDate Nov<24>2008 17 28 Apr 07, 2009 Jkt 217001 PO 00000 Updating that estimate to 2007 yields a SCC for the year 1995 of 15 per ton of CO2. 41 Climate Change 2007 Impacts, Adaptation and Vulnerability. change and not just the effects likely to occur within the United States. change impacts may be very uncertain but it is unlikely that the marginal damage costs of carbon </td> </tr> <tr> <td style="text-align:left;"> 2010-01-08 Energy Conservation Program: Energy Conservation Standards for Certain Consumer Products (Dishwashers, Dehumidifiers, Electric and Gas Kitchen Ranges and Ovens, and Microwave Ovens) and for Certain Commercial and Industrial Equipment (Commercial Clothes Washers); Final rule </td> <td style="text-align:left;"> EERE-2006-STD-0127 </td> <td style="text-align:left;"> change that was reported by the Intergovernmental Panel on Climate Change IPCC in its Fourth Assessment Any effort to quantify and to monetize the harms associated with climate change will raise serious First, scientific and economic knowledge about the impacts of climate change continues to grow. Second, some of the likely and potential damages from climate change for example, the value society For climate change, one of the most complex issues involves the appropriate discount rate. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Threatened Species Status for Yellow Lance </td> <td style="text-align:left;"> FWS-R4-ES-2017-0017 </td> <td style="text-align:left;"> Systematic Changes Climate Change Factor E Aquatic systems are encountering changes and shifts in seasonal patterns of precipitation and runoff as a result of climate change. change. change models included that timeframe as well. change Factor E , will impact the future viability of the yellow lance. </td> </tr> <tr> <td style="text-align:left;"> Oil and Natural Gas Sector: Emission Standards for New, Reconstructed, and Modified Sources; Amendments </td> <td style="text-align:left;"> EPA-HQ-OAR-2010-0505 </td> <td style="text-align:left;"> Facilities, section 95669, California Code of Regulations, Title 17, Division 3, Chapter 1, Subchapter 10 Climate Change, Article 4, Subarticle 13. Facilities, section 95669, California Code of Regulations, Title 17, Division 3, Chapter 1, Subchapter 10 Climate Change, Article 4, Subarticle 13. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removing Oenothera avita ssp. eurekensis from the Federal List of Endangered and Threatened Plants, and Reclassification of Swallenia alexandrae from Endangered to Threatened </td> <td style="text-align:left;"> FWS-R8-ES-2013-0131 </td> <td style="text-align:left;"> Climate Change For a detailed discussion regarding the potential effects of climate change on Eureka Potential effects of climate change may include a variety of potential changes, such as the following Climate Change For a detailed discussion of climate change in the Eureka Valley and its potential In summary, impacts from climate change on Eureka dune grass may occur in the future. Because climate change science is a rapidly evolving field, we updated our climate change discussion </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Endangered Species Status for Texas Hornshell </td> <td style="text-align:left;"> FWS-R2-ES-2016-0077 </td> <td style="text-align:left;"> These factors are all exacerbated by the effects of climate change Factor E . Rangewide, as water flow is expected to decrease due to climate change, water quality will decline. Effects of climate change have already begun to affect the regions of Texas and New Mexico where the Effects of Climate Change Climate change in the form of the change in timing and amount of precipitation We consider low levels of climate change to be currently occurring, resulting in reduced timing and </td> </tr> <tr> <td style="text-align:left;"> 2008-10-07 Energy Conservation Program for Commercial and Industrial Equipment: Packaged Terminal Air Conditioner and Packaged Terminal Heat Pump Energy Conservation Standards; Final rule </td> <td style="text-align:left;"> EERE-2007-BT-STD-0012 </td> <td style="text-align:left;"> preparation of its most recent review of the state of climate science, the Intergovernmental Panel on Climate Change IPCC identified various estimates of the present value of reducing carbon dioxide emissions and Rural Affairs, which recommended valuing carbon emissions at just over 25 per ton of CO2. 24 Climate Change 2007 Impacts, Adaption and Vulnerability Contribution of Working Group II to the Fourth Assessment change impacts may be very uncertain but it is unlikely that the marginal damage costs of carbon </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Wildlife and Plants: Giant Manta Ray as Threatened Under Endangered Species Act; Listing </td> <td style="text-align:left;"> NOAA-NMFS-2016-0014 </td> <td style="text-align:left;"> on the biological status of the giant manta ray as well as impacts on giant manta ray habitat from climate change and the potential effects on the status of the species. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Status for Black Warrior Waterdog and Designation of Critical Habitat </td> <td style="text-align:left;"> FWS-R4-ES-2016-0029 </td> <td style="text-align:left;"> ., p. 4.4 , which may be compounded by the effects of climate change in the future see discussion below Climate Change Climate change has the potential to increase vulnerability of the Black Warrior waterdog </td> </tr> <tr> <td style="text-align:left;"> Renewable Fuel Standard Program: Standards for 2018 and Biomass-Based Diesel Volume for 2019 </td> <td style="text-align:left;"> EPA-HQ-OAR-2017-0091 </td> <td style="text-align:left;"> impact of the production and use of renewable fuels on the environment, including on air quality, climate change, conversion of wetlands, ecosystems, wildlife habitat, water quality, and water supply; </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Endangered Species Status for Dalea carthagenensis var. floridana (Florida Prairie-clover), and Threatened Species Status for Sideroxylon reclinatum ssp. austrofloridense (Everglades Bully), Digitaria pauciflora (Florida Pineland Crabgrass), and Chamaesyce deltoidea ssp. pinetorum (Pineland Sandmat) </td> <td style="text-align:left;"> FWS-R4-ES-2016-0090 </td> <td style="text-align:left;"> Effects of Climate Change Climatic changes, including sea level rise, are major threats to the flora Climate Change Science Program USCCSP 2008, pp. 5 31, 5 32 . The Science and Technology Committee of the Miami Dade County Climate Change Task Force Wanless et Climate change may lead to increased frequency and duration of severe storms Golladay et al. 2004, Additionally, these plants are particularly vulnerable to the effects of climate change, including </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Status for Pearl Darter </td> <td style="text-align:left;"> FWS-R4-ES-2016-0037 </td> <td style="text-align:left;"> As discussed below, the deleterious impacts of climate change will likely lead to an increase in the Climate Change Numerous long term climate changes have been observed including widespread changes However, estimates of the effects of climate change using available climate models typically lack the Therefore, there is uncertainty about the specific effects of climate change and their magnitude However, climate change is almost certain to affect aquatic habitats in the Pascagoula River basin </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Status for Iiwi (Drepanis coccinea) </td> <td style="text-align:left;"> FWS-R1-ES-2016-0057 </td> <td style="text-align:left;"> Climate Change Based on the assessment of the best scientific data available, we conclude that Climate Change Effects on Iiwi Climate change is a stressor that is likely to significantly exacerbate Climate change will likely exacerbate other stressors to iiwi in addition to disease. We also evaluated several regulations and agreements pertaining to climate change. The effects of climate change are likely to exacerbate these other stressors to iiwi as well. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Designation of Critical Habitat for Endangered New York Bight, Chesapeake Bay, Carolina and South Atlantic Distinct Population Segments of Atlantic Sturgeon and Threatened Gulf of Maine Distinct Population Segment of Atlantic Sturgeon </td> <td style="text-align:left;"> NOAA-NMFS-2015-0107 </td> <td style="text-align:left;"> The proposed rule specifically identifies the impact from global climate change s impacts to water They further requested that we document the extent that climate change was considered when assessing Our Response We acknowledge climate change is likely a factor contributing to the possible need for special management considerations or protection for the PBFs, and we recognize that climate change use in the Delaware River as a result of climate change. </td> </tr> <tr> <td style="text-align:left;"> 2017 and Later Model Year Light Duty Vehicle GHG Emissions and CAFE Standards </td> <td style="text-align:left;"> NHTSA-2010-0131 </td> <td style="text-align:left;"> in GHG emissions and oil use, and thus in increased energy security and reductions in the rate of climate change. </td> </tr> <tr> <td style="text-align:left;"> 2017-07-10 Energy Conservation Program: Energy Conservation Standards for Walk-In Cooler and Freezer Refrigeration Systems; Final rule. </td> <td style="text-align:left;"> EERE-2015-BT-STD-0016 </td> <td style="text-align:left;"> Based on the Fifth Assessment Report of the Intergovernmental Panel on Climate Change,\54\ DOE used In Climate Change 2013 The Physical Science Basis. As a result, any effort to quantify and monetize the harms associated with climate change will raise The climate change problem is highly unusual in at least two respects. Second, climate change presents a problem that the United States alone cannot solve. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Removing the Greater Yellowstone Ecosystem Population of Grizzly Bears from the Federal List </td> <td style="text-align:left;"> FWS-R6-ES-2016-0042 </td> <td style="text-align:left;"> Climate Change The effects of climate change may result in a number of changes to grizzly bear habitat Climate change may affect army cutworm moths by changing the distribution of plants that the moths comments regarding effects to grizzly bears as a result of climate change. change on wolverines, commenters suggested that declaring that climate change is not affecting grizzly diseases and parasites will likely change in the context of climate change. </td> </tr> <tr> <td style="text-align:left;"> National Performance Management Measures: Assessing Performance of National Highway System, Freight Movement on Interstate System, and Congestion Mitigation and Air Quality Improvement Program </td> <td style="text-align:left;"> FHWA-2013-0054 </td> <td style="text-align:left;"> transportation system both contributes to climate change and suffers from the impacts of climate change The Report discussed the need to address climate change as part of promoting sustainability. Change and Extreme Weather Effects December 15, 2014 ,\33\ which states climate change and extreme change goal for transportation that aligns with the Paris Climate Change Agreement. GHG reduction goals established under the Paris Climate Change Agreement. </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Reclassification of the West Indian Manatee from Endangered to Threatened </td> <td style="text-align:left;"> FWS-R4-ES-2015-0178 </td> <td style="text-align:left;"> Finally, the Service believes that the effects of climate change were considered in the model which Climate Change Sea level Rise The Intergovernmental Panel on Climate Change IPCC concluded that warming In response to ongoing climate change, many terrestrial, freshwater, and marine species have shifted Other possible effects of climate change include increases in the frequency of harmful algal blooms, Climate change models predict that the intensity of hurricanes will increase with increasing global </td> </tr> <tr> <td style="text-align:left;"> Guideline on Air Quality Models: Enhancements to AERMOD Dispersion Modeling System and Incorporation of Approaches to Address Ozone and Fine Particulate Matter </td> <td style="text-align:left;"> EPA-HQ-OAR-2015-0310 </td> <td style="text-align:left;"> Studying the Interactions Between Natural and Anthropogenic Emissions at the Nexus of Climate Change Atmospheric chemistry and physics from air pollution to climate change. John Wiley & Sons. 65. </td> </tr> <tr> <td style="text-align:left;"> Renewable Fuel Standard Program: Standards for 2017 and Biomass-Based Diesel Volume for 2018 </td> <td style="text-align:left;"> EPA-HQ-OAR-2016-0004 </td> <td style="text-align:left;"> impact of the production and use of renewable fuels on the environment, including on air quality, climate change, conversion of wetlands, ecosystems, wildlife habitat, water quality, and water supply; </td> </tr> <tr> <td style="text-align:left;"> 2017-01-19 Energy Conservation Program: Energy Conservation Standards for Ceiling Fans; Final rule </td> <td style="text-align:left;"> EERE-2012-BT-STD-0045 </td> <td style="text-align:left;"> Based on the Fifth Assessment Report of the Intergovernmental Panel on Climate Change,\53\ DOE used Change. In Climate Change 2013 The Physical Science Basis. Change. As a result, any effort to quantify and monetize the harms associated with climate change will raise </td> </tr> <tr> <td style="text-align:left;"> Endangered and Threatened Species: Rusty Patched Bumble Bee </td> <td style="text-align:left;"> FWS-R3-ES-2015-0112 </td> <td style="text-align:left;"> Effects of climate change Global climate change is broadly accepted as Page 3191 one of the most significant risks to biodiversity worldwide; however, specific impacts of climate change on pollinators These climate changes may lead to decreased resource availability due to mismatches in temporal and Page 3199 Other stressors included pesticides 15 percent , climate change 15 percent , and small change vulnerability assessment and relevant data to support the conclusion that climate change is </td> </tr> <tr> <td style="text-align:left;"> Eagle Permits: Eagle Incidental Take and Take of Eagle Nests </td> <td style="text-align:left;"> FWS-R9-MB-2011-0094 </td> <td style="text-align:left;"> Comment Given the rapid changes due to climate change in the region, especially related to water regimens change. In response to concerns that shorter term permits are necessary to protect eagles from effects of climate change, fire, or other environmental factors. change. </td> </tr> <tr> <td style="text-align:left;"> Issuance and Reissuance of Nationwide Permits </td> <td style="text-align:left;"> COE-2015-0017 </td> <td style="text-align:left;"> The national decision documents have been revised to discuss climate change. Climate Change Climate change represents one of the greatest challenges our country faces with Mitigation and adaptation can reduce the risk of impacts caused climate change IPCC 2014 . Change, which requires federal agencies to consider the challenges that climate change add to their The final decision document has been revised to discuss climate change. </td> </tr> <tr> <td style="text-align:left;"> FR 5891–F–02 Modernizing HUD’s Consolidated Planning Process To Narrow the Digital Divide and Increase Resilience to Natural Hazards </td> <td style="text-align:left;"> HUD-2016-0049 </td> <td style="text-align:left;"> change, into development of the plan in order to begin addressing impacts of climate change on low Analysis of natural hazards, including the anticipated effects of climate change on those hazards, is climate change adaptation needs and requires nothing of grantees beyond gaining knowledge of climate change risks and develop and incorporate reasonable and effective climate change risk mitigation strategies This is especially true when the impacts of climate change are considered. </td> </tr> <tr> <td style="text-align:left;"> Resource Management Planning </td> <td style="text-align:left;"> BLM-2016-0002 </td> <td style="text-align:left;"> Multiple directives related to climate change also emphasize the importance of collaboration, scienceSecretarial Order 3289 Addressing the Impacts of Climate Change on America s Water, Land, and Other ``The Department of the Interior Climate Change Adaptation Plan for 2014 Climate Change Adaptation The Climate Change Adaptation Plan directs the DOI bureaus and agencies to strengthen existing landscape plan and plan amendment to analyze climate change and provide for climate adaptation.
|
| Data Elements Under the Greenhouse Gas Reporting Rule; Revisions and Confidentiality Determinations | EPA-HQ-OAR-2015-0526 | FOR FURTHER INFORMATION CONTACT Carole Cook, Climate Change Division, Office of Atmospheric Programs heat value HTF Heat transfer fluid ICR Information Collection Request IPCC Intergovernmental Panel on Climate Change ISBN International Standard Book Number IVT Inputs Verification Tool kg Kilograms LDC Local distribution |
| Greenhouse Gas Reporting: Leak Detection Methodology Revisions and Confidentiality Determinations for Petroleum and Natural Gas Systems | EPA-HQ-OAR-2015-0764 | FOR FURTHER INFORMATION CONTACT Carole Cook, Climate Change Division, Office of Atmospheric Programs |
| Protection of Stratospheric Ozone: New Listings of Substitutes; Changes of Listing Status; and Reinterpretation of Unacceptability for Closed Cell Foam Products under Significant New Alternatives Policy Program; and Revision of Clean Air Act Section 608 Venting Prohibition for Propane | EPA-HQ-OAR-2015-0663 | In Climate Change 2013 The Physical Science Basis. Climate Change 2007 The Physical Science Basis. Climate Change 2007 The Physical Science Basis. Climate Change 2007 The Physical Science Basis. In Climate Change 2013 The Physical Science Basis. |
| Protection of Stratospheric Ozone: Update to the Refrigerant Management Requirements under the Clean Air Act | EPA-HQ-OAR-2015-0453 | Climate Change 2007 The Physical Science Basis. Page 82279 To briefly summarize, GHGs cause climate change by trapping heat on Earth. For more information on GHGs and climate change in the United States, visit www.epa.gov climatechange change. change. |
| Waste Prevention, Production Subject to Royalties, and Resource Conservation | BLM-2016-0001 | Finally, vented or leaked gas contributes to climate change, because the primary constituent of natural \3 See Intergovernmental Panel on Climate Change, Climate Change 2013 The Physical Science Basis, Chapter 8, Anthropogenic and Natural Radiative change concerns.\122 Congress may grant agencies overlapping spheres of authority, and such agencies change. |
Example comments
Excerpts from comments mentioning “climate change” on proposed rules that did not address climate change:
climatecomments %>%
filter(docket_id %in% climateFRclimatePR$docket_id) %>%
distinct(docket_id, title, summary) %>% kablebox()| title | docket_id | summary |
|---|---|---|
| Comment submitted by Kevin Joyce | EPA-HQ-OAR-2017-0355 | We must do better if we are to avoid catastrophic climate change. |
| Comment submitted by T. Markley | EPA-HQ-OAR-2017-0355 | EPA HQ OAR 2017 0355 Dear Environmental Protection Agency, As someone who cares deeply about addressing climate change, I am speaking out in support for the Clean Power Plan and oppose any effort by the Trump administration |
| Comment submitted by F. Flanders | EPA-HQ-OAR-2013-0602 | As a person of faith, I believe climate change is a moral issue. It s time to stop talking about climate change and time to start taking action. |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0355 | We must do better if we are to avoid catastrophic climate change. |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0355 | protection that standardizes carbon dioxide emissions from existing power plants in the effort to slow climate change and reduce air pollution. This interpretation would prevent the reductions in carbon dioxide needed to address climate change. Climate change is a true threat to the country s health, infrastructure, economy and overall well being Facilitating a clean electricity grid that does not contribute to climate change is essential to public |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2018-0283 | will greatly increase air pollution and its consequential health effects in addition to increasing climate change and its dangerous effects on public health, the economy and the natural environment. |
| Mass Comment Campaign sponsored by Earthjustice. Sample attached (paper) | EPA-HQ-OAR-2017-0757 | backwards, threatening the environmental health of communities across the country and accelerating climate change. backwards, threatening the environmental health of communities across the cmmt.ry and accelerating climate change. |
| Mass Comment Campaign sponsored by Earthjustice. Sample attached (paper) | EPA-HQ-OAR-2017-0483 | backwards, threatening the environmental health of communities across the country and accelerating climate change. backwards, threatening the environmental health of communities across the cmmt.ry and accelerating climate change. |
| Mass Comment Campaign sponsored by Earthjustice. Sample attached (paper) | EPA-HQ-OAR-2017-0355 | backwards, threatening the environmental health of communities across the country and accelerating climate change. backwards, threatening the environmental health of communities across the cmmt.ry and accelerating climate change. |
| Antonia Herzog - Comments | FHWA-2017-0025 | has experienced record shattering hurricanes, heat waves, and wild fires made worse by the effects of climate change. greenhouse gases, which means we must measure and improve its performance in order to tackle dangerous climate change. |
| Comment submitted by Avi Zevin, Senior Attorney, Institute for Policy Integrity, New York University School of Law | EPA-HQ-OAR-2018-0283 | ., as the SAB knows, the work by the Intergovernmental Panel on Climate Change represents the gold standard Revesz et al., Global Warming Improve Economic Models of Climate Change, 508 NATURE 173 2014 coauthored |
| Comment submitted by Martha Roberts, Senior Attorney, U.S. Clean Air Program, Environmental Defense Fund (EDF) | EPA-HQ-OAR-2018-0283 | agencies should qualitatively consider how likely it is that PEVs will be necessary to address global climate change in the post 2025 period, given the promise of other strategies to further clean the internal Climate Change Economics 8 2 . https doi.org 10.1142 S2010007817500063. Dixon, L., I.R. America s Bottom Up Climate Change Mitigation Policy. Energy Policy 36 673 685. Nature Climate Change 9. 2019 389 396. Weis, A., J. Paulina, and J. Michalek. 2016. |
| Comment submitted by Chesapeake Bay Foundation et al. | EPA-HQ-OAR-2018-0283 | change impacts.3 The studies were released after the closing of the formal public comment period change are expected to increase significantly. Sci. 137 142 2020 , https doi.org 10.1007 s00376 020 9283 7; Copernicus, Climate Change Service, Change Service CCS showing rapid present day warming. In fact, the record overwhelmingly demonstrates that climate change is now occurring and wreaking immense Credit Copernicus Climate Change Service ECMWF Temperatures in December 2019 were above the 1981 2010 Credit Copernicus Climate Change Service ECMWF. Credit Copernicus Climate Change Service ECMWF ACCESS TO DATA DOWNLOAD THE ORIGINAL IMAGE DOWNLOAD Credit Copernicus Climate Change Service ECMWF. Climate Change, 8, 1076 1081, https doi.org 10.1038 s41558 018 0339 y. Climate Change, 2, 453 457. French, N. H. F., M. A. Whitley, and L. K. G., and Coauthors, 2015 Climate change and the permafrost carbon feedback. Climate Change, 5, 673 677, https doi.org 10.1038 nclimate2647. Hollowed, A. Box, 2019 An integrated index of recent pan Arctic climate change. Environ. Res. |
| Comment submitted by Martha Roberts, Senior Attorney, United States Clean Air Program, Environmental Defense Fund (EDF) | EPA-HQ-OAR-2018-0283 | change. gases to climate change. 7 In 1992, the United States signed and ratified the UNFCCC. Change published by the UNEP WMO Information Unit on Climate Change. See <http unfccc.int>. 3 Article 4 1 a of the United Nations Framework Convention on Climate Change change both directly and indirectly. Emissions and Removals 8 In following the United Nations Framework Convention on Climate Change UNFCCC Change IPCC in the 2006 IPCC Guidelines for National Greenhouse Gas Inventories 2006 IPCC Guidelines Change.91 These decisions are reflected in the IPCC methodological 24 guidance, including IPCC 2006 30 91 See report of the Intergovernmental Negotiating Committee for a Framework Convention on Climate Change on the work of its ninth session, held at Geneva from 7 to 18 February 1994 A AC.237 55, annex |
| Comment submitted by R. Adler-Rephan | EPA-HQ-OAR-2018-0283 | National Highway Traffic Safety Administration NHTSA should strengthen safeguards that address climate change and maintain or strengthen existing emissions standards. EPA must live up to that solemn responsibility by reducing the pollution from cars that causes climate change and endangers lives. Climate change affects weather events that threaten our communities, our families, and God s creation |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0757 | It is our moral responsibility to work to prevent methane waste and stem the tide of climate change. |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0757 | If we re serious about addressing climate change, we need to significantly cut methane from the oil Americans, and especially vulnerable and frontline communities bearing the devastating impacts of climate change, and also bad for an industry trying to compete in a cleaner energy economy. |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0757 | change. change. change. In June 2019, a coalition of seventy major medical organizations in the U.S. declared climate change The serious public health threats presented by VOCs, methane, and climate change demand sustained action |
| Mass Comment Campaign sponsoring organization unknown. Sample attached (email) | EPA-HQ-OAR-2017-0757 | will increase dangerous air pollution, harm public health, and exacerbate the devastating impacts of climate change. |
| Comment submitted by D. McKee | EPA-HQ-OAR-2017-0757 | vulnerable communities living near these oil and gas operations, while worsening global warming and climate change, and totally ignores the EPA s responsibility to protect the health and safety of American If we are serious about addressing climate change, and we must be, then we need to significantly cut Americans, and especially vulnerable and frontline communities bearing the devastating impacts of climate change, It is also bad for an industry trying to compete in a cleaner energy economy. |
| Comment submitted by C. Fremaux | EPA-HQ-OAR-2017-0757 | will increase dangerous air pollution, harm public health, and exacerbate the devastating impacts of climate change. |
| Comment submitted by K. Enriquez and G. Falcon | EPA-HQ-OAR-2017-0757 | California has felt tangible and rapid impacts from climate change, making environmental concerns personal The United States will have to contribute to recovery costs stemming from climate change. The World Has Just over a Decade to Get Climate Change under Control, U.N. Scientists Say. _Chapter3_Low_Res.pdf. 102 IPCC Is Underselling Climate Change. Recalculating the Costs of Global Climate Change. |
| Comment submitted by Lem O. Smith, IV, Vice President, Upstream Policy, American Petroleum Institute (API) | EPA-HQ-OAR-2017-0757 | unlawful under Section 111 and arbitrary and capricious because EPA ignores the scientific facts about climate change and associated perils to human health and welfare. EPA s failure to consider the facts of climate change or to justify its decisions to weaken standards |
| Comment submitted by Rosalie Winn et al.,Environmental Defense Fund (EDF) et al. (Supplemental Comment) | EPA-HQ-OAR-2017-0757 | emissions, and 32,000 metric tons of HAPs will be emitted in 2021.64 These emissions will drive further climate change and pose significant threats to human health. And they would exacerbate climate change by allowing significant releases methane into the atmosphere Incidentally, this emissions reduction is similar to US EPA and Environment and Climate Change Canada The Division is in the process of forming a team focused on climate change and new reporting requirements |
| Comment submitted by L. Vasarhelyi & A. Groziak | EPA-HQ-OAR-2017-0757 | Address the full climate change consequences that will result from a repeal of the methane emission Climatic Change 2013 120 801. https doi org.colorado.idm.oclc.org 10.1007 s10584 013 0832 2. The 2019 NSPS proposal will lead to increases of emissions that will contribute to climate change and Reg. 185, 50279. 95 Ilan Kelman 2011 Dealing with Climate Change on Small Island Developing States Internationally, climate change impacts do more destruction in developing countries in the Global |
| Comment submitted by L. Quinto and M. Cain | EPA-HQ-OAR-2017-0757 | methane standards would result in substantial net benefit, largely because it would help mitigate climate change by cutting methane emissions. Even if the current administration believes that large net costs are unlikely given its stance on climate change, the agency should explicitly consider whether its goal reducing compliance burdens for industry |
| Supplemental Comments submitted by Rosalie Winn, Senior Attorney, U.S. Clean Air, Environmental Defense Fund (EDF) | EPA-HQ-OAR-2017-0757 | change, including National Research Council, Advancing the Science of Climate Change Washington, DC See Environment and Climate Change Canada, Technical Update to Environment and Climate Change Canada See Environment and Climate Change Canada, Technical Update to Environment and Climate Change Canada See Environment and Climate Change Canada, Pan Canadian Framework on Clean Growth and Climate Change change. 7Environment and Climate Change Canada, Technical Update. Thus, even if it were permissible for BLM to consider only domestic impacts from climate change, its The impact of greenhouse gas emission on climate change is precisely the kind of cumulative impacts Second, BLM avers that, consistent with 40 C.F.R. 1508.27, it discussed climate change impacts throughout As the WildEarth court recognized, given the cumulative nature of climate change, considering each NHTSA, 538 F.3d at 1217 The impact of greenhouse gas emissions on climate change is Case 4 18 cv |
| Comment submitted by Jessica Christy, Attorney, Oil and Gas, Environmental Defense Fund (EDF) (Supplemental Comments) | EPA-HQ-OAR-2017-0757 | , Wait Wait…Global Climate Change? Change is here; Climate Change is now, invited speaker, Croton on Hudson, NY, June 20 21 2015 Trinity Talk, Climate Change Tending Our Planet, invited panelist, What we know about the science of climate change, April 21 2017 Climate411 How Do We Know That Humans Are Causing Climate Change? is it climate change? chapter executive summary . 2 Intergovernmental Panel on Climate Change, Climate Change 2013 The to Climate Change in New York State The ClimAID Integrated Assessment for Effective Climate Change New York is also harmed by the effects of climate change on the Great Lakes. An Assessment of the Impacts of Climate Change on the Great Lakes. Climate change is expected to hurt agriculture in New York State. I contributed to OEHHA s May 2018 report titled Indicators of Climate Change in California hereafter I also contributed to California s Fourth Climate Change Assessment Assessment , which was released mitigating and adapting to climate change, and to serve as a resource for decision makers, scientists of climate change in California TABLE OF CONTENTS INTRODUCTION Indicators of climate change in California Vulnerability Impacts of Climate Change on People Climate Change and Infrastructure in California |
| Comment submitted by Rosalie Winn, Senior Attorney, , U.S. Clean Air, Environmental Defense Fund | EPA-HQ-OAR-2017-0757 | Fowler, Simultaneously mitigating near term climate change and improving human health and food security Zhang, Anthropogenic and natural radiative forcing, in Climate Change 2013 The Physical Science Basis Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, T. |
| Comment submitted by K. Allemann | EPA-HQ-OAR-2017-0757 | This decision is reckless as it has the potential to exacerbate the severity of climate change which |
| Comment submitted by K. Allemann | EPA-HQ-OAR-2017-0483 | This decision is reckless as it has the potential to exacerbate the severity of climate change which |
| Comment submitted by Rosalie Winn, Senior Attorney, U.S. Clean Air, Environmental Defense Fund (EDF) | EPA-HQ-OAR-2017-0483 | change, including National Research Council, Advancing the Science of Climate Change Washington, DC See Environment and Climate Change Canada, Technical Update to Environment and Climate Change Canada See Environment and Climate Change Canada, Technical Update to Environment and Climate Change Canada See Environment and Climate Change Canada, Pan Canadian Framework on Clean Growth and Climate Change change. 7Environment and Climate Change Canada, Technical Update. Thus, even if it were permissible for BLM to consider only domestic impacts from climate change, its The impact of greenhouse gas emission on climate change is precisely the kind of cumulative impacts Second, BLM avers that, consistent with 40 C.F.R. 1508.27, it discussed climate change impacts throughout As the WildEarth court recognized, given the cumulative nature of climate change, considering each NHTSA, 538 F.3d at 1217 The impact of greenhouse gas emissions on climate change is Case 4 18 cv |
| Comment submitted by Rosalie Winn et al., Environmental Defense Fund (EDF) et al. (Supplemental Comment) | EPA-HQ-OAR-2017-0483 | emissions, and 32,000 metric tons of HAPs will be emitted in 2021.64 These emissions will drive further climate change and pose significant threats to human health. And they would exacerbate climate change by allowing significant releases methane into the atmosphere Incidentally, this emissions reduction is similar to US EPA and Environment and Climate Change Canada The Division is in the process of forming a team focused on climate change and new reporting requirements |
| Comment submitted by D. Windh | EPA-HQ-OAR-2017-0355 | It will expose Americans to more dangerous pollution from power plants and will make climate change As stewards of Creation, we must do better if we are to avoid the worst impacts of climate change. |
| Comment submitted by Doug Smith, Assistant Vice President R&D/QA, Baker Communities, Inc. | EPA-HQ-OAR-2017-0091 | these jobs, the families they support and our operations, and continue to promote pollution adding to climate change. |
| Comment submitted by Jay Duffy, Attorney, Clean Air Task Force | EPA-HQ-OAR-2013-0495 | Global CCS Institute, Global Status of CCS 2019 Targeting Climate Change Dec. 2019 This annual report In the face of this accumulating evidence and accelerating climate change, it would be unlawful, arbitrary |
| Comment submitted by Michael J. Nasi, Jackson Walker L.L.P. on behalf of San Miguel Electric Cooperative (SMEC) and South Texas Electric Cooperative (STEC) | EPA-HQ-OAR-2013-0495 | 2019, Stated Policies Scenario Using the Model for the Assessment of Greenhouse Gas Induced Climate Change MAGICC , which is widely used in the climate science community, we modeled the results of Change, Representative Concentration Pathway 6.0 RCP6.0 . change projections you use. change. |
| Comment submitted by Robert L. Wise, Chief, Compliance Branch, Department of Energy [A-93-02-II-D-11] | EPA-HQ-OAR-2002-0061 | of specific scenarios, including Regional subsidence Criticality Breccia pipes dissolutioning Climate change Meteorite impact Process for screening events for final compliance application Salado |
| MM85 Comment Submitted by Molly Huddleston | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Janet Gregory | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Jill Mulato | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Allison Riley | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by William Eccleston | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Terry Holing | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Anne Steward | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Letitia Dace | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Dorothy Poppe | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by James Worden | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Susan Alexander | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Catherine Foote | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Donna Knipp | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Connor Hansell | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Carrie Gleason | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Don MacLane | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by William Giberson | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Scot Luchtefeld | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Gayle Hewitt | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Don Vergara | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Danielle Buckley | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Chris Moser | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Dawn Zelinski | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by lee whitehall | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Tracey Daniels | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Kevin Fistanic | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Louise Ashleson | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Debra Evon | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Karen Cotterell | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Ji-Young Kim | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by David Burtis | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Jonathan Clapp | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by CECIL MCGREGOR | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Susan Horton | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Tanya Taylor | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by JOHN PRYBYLSKI | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Laura Almasan | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Kimberly Purser | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Mary McNally | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Nora Pfeiffer | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by S Weaver | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Trevor Thomas | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Timothy Adams | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Louise Yohalem | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by John Carter | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Sofia Garza-Serreli | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Hazel McCoy | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Dianne Frazier | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Lawrence Crowley | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Helen Stuehler | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by gail erickson | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Kimberly Ross | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Janet Eastman | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Tom Calderone | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Mitch Parkinen | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Jeffrey Coleman | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Kristine Zobrosky | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by David Johnson | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Nancy Porter-Steele | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Karen Rome | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Marilyn Keinath | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
| MM85 Comment Submitted by Teresa Kohl | CEQ-2019-0003 | environment by permitting more pollution with little or no consideration of the cumulative impacts or climate change. |
Regression Tables
library(modelsummary)
models <- list(
"1" = m_PR,
"2" = m_PR_agency,
"3" = mclimatePR,
"4" = mclimatePR_agency
)
modelsFE <- list(
"1" = m_PRFE,
"2" = m_PR_agencyFE,
"3" = mclimatePRFE,
"4" = mclimatePR_agencyFE
)
rows <- tibble(
term = c("Dependent Variable", "President FE", "Agency FE"),
`1` = c("Climate Language Added", "X", ""),
`2` =c("Climate Language Added", "X", "X"),
`3` = c("Climate Language Changed", "X", ""),
`4` = c("Climate Language Changed", "X", "X") #"✓"
)
attr(rows, 'position') <- c(0, 10,11)
rows_d <- tibble(
term = c("Dependent Variable", "President Dummies", "Agency Dummies"),
`1` = c("Climate Language Added", "X", ""),
`2` =c("Climate Language Added", "X", "X"),
`3` = c("Climate Language Changed", "X", ""),
`4` = c("Climate Language Changed", "X", "X") #"✓"
)
attr(rows_d, 'position') <- c(0, 10,11)
rowsFE <- tibble(
term = c("Dependent Variable"),
`1` = c("Climate Language Added"),
`2` =c("Climate Language Added"),
`3` = c("Climate Language Changed"),
`4` = c("Climate Language Changed") #"✓"
)
attr(rowsFE, 'position') <- c(0)
cm = c("climate_commentTRUE" = "Climate Comment",
"log(comments + 1)" = "Log(Comments+1)",
"log(climate_comments_unique + 1)" = "Log(Unique Climate Comments+1)",
"climate_commentTRUE:log(comments + 1)" = "Climate Comment*Log(Comments+1)")
# paper table dummies
modelsummary::modelsummary( models,
stars = TRUE,
coef_map = cm,
add_rows = rows_d,
notes = "") %>%
row_spec(row = 1, bold = T) %>%
kable_styling(latex_options
= c(scale_down = TRUE)) | 1 | 2 | 3 | 4 | |
|---|---|---|---|---|
| Dependent Variable | Climate Language Added | Climate Language Added | Climate Language Changed | Climate Language Changed |
| Climate Comment | 3.639*** | 3.138*** | 0.070 | 0.099 |
| (0.217) | (0.239) | (1.093) | (1.042) | |
| Log(Comments+1) | 0.336*** | 0.351*** | 0.367 | 0.447 |
| (0.044) | (0.056) | (0.421) | (0.349) | |
| Log(Unique Climate Comments+1) | 0.604*** | 0.526*** | 0.294 | 0.583** |
| (0.082) | (0.094) | (0.182) | (0.215) | |
| Climate Comment*Log(Comments+1) | -0.410*** | -0.415*** | -0.505 | -0.591 |
| (0.056) | (0.067) | (0.431) | (0.362) | |
| President Dummies | X | X | X | X |
| Agency Dummies | X | X | ||
| Num.Obs. | 13111 | 13111 | 449 | 449 |
| AIC | 1836.9 | 1663.5 | 219.5 | 221.8 |
| BIC | 1889.2 | 2045.0 | 248.3 | 312.1 |
| Log.Lik. | -911.429 | -780.733 | -102.774 | -88.893 |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 | ||||
# paper table fixest
modelsummary::modelsummary( modelsFE,
stars = TRUE,
coef_map = cm,
gof_omit = "R.*",
add_rows = rowsFE,
notes = "") %>%
row_spec(row = 1, bold = T) %>%
kable_styling(latex_options = c(scale_down = TRUE)) | 1 | 2 | 3 | 4 | |
|---|---|---|---|---|
| Dependent Variable | Climate Language Added | Climate Language Added | Climate Language Changed | Climate Language Changed |
| Climate Comment | 3.639*** | 3.138*** | 0.070 | 0.099*** |
| (0.292) | (0.372) | (0.062) | (0.029) | |
| Log(Comments+1) | 0.336*** | 0.351*** | 0.367*** | 0.447*** |
| (0.021) | (0.090) | (0.006) | (0.066) | |
| Log(Unique Climate Comments+1) | 0.604* | 0.526+ | 0.294*** | 0.583*** |
| (0.258) | (0.287) | (0.081) | (0.117) | |
| Climate Comment*Log(Comments+1) | -0.410*** | -0.415** | -0.505*** | -0.591*** |
| (0.102) | (0.150) | (0.071) | (0.141) | |
| Num.Obs. | 13111 | 7680 | 431 | 377 |
| AIC | 1836.9 | 1627.5 | 217.5 | 195.8 |
| BIC | 1889.2 | 1856.7 | 241.9 | 231.2 |
| Log.Lik. | -911.429 | -780.733 | -102.774 | -88.893 |
| Std. Errors | Clustered (president) | Two-way (president & agency) | Clustered (president) | Two-way (president & agency) |
| FE: agency | X | X | ||
| FE: president | X | X | X | X |
| + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001 | ||||
save(models, rows, cm, m_PRFE,
m_PR_agencyFE,
mclimatePRFE,
mclimatePR_agencyFE,
file = here::here("data", "climate_models.Rdata"))
# full table
m <- modelsummary::modelsummary( models,
stars = TRUE,
title = "Including President and Agency Dummies") %>%
kable_styling() %>%
scroll_box(height = "400px")
Comments Ignored